Content mixing

Information

  • Patent Grant
  • 12047752
  • Patent Number
    12,047,752
  • Date Filed
    Monday, August 10, 2020
    4 years ago
  • Date Issued
    Tuesday, July 23, 2024
    5 months ago
Abstract
In one aspect, a first playback device is configured to: (i) play back first audio content in synchrony with a second playback device, (ii) receive, via a network interface, a message indicating second audio content to be output by the first playback device, and (iii) in response to receiving the message indicating the second audio content: (a) cease playing back the first audio content in synchrony with the second playback device; (b) play back the second audio content while the second playback device plays back the first audio content; and (c) after playing back the second audio content, resume playing back the first audio content in synchrony with the second playback device.
Description
FIELD OF THE DISCLOSURE

The disclosure is related to consumer goods and, more particularly, to methods, systems, products, features, services, and other elements directed to media playback or some aspect thereof.


BACKGROUND

Options for accessing and listening to digital audio in an out-loud setting were limited until in 2003, when SONOS, Inc. filed for one of its first patent applications, entitled “Method for Synchronizing Audio Playback between Multiple Networked Devices,” and began offering a media playback system for sale in 2005. The Sonos Wireless HiFi System enables people to experience music from many sources via one or more networked playback devices. Through a software control application installed on a smartphone, tablet, or computer, one can play audio in any room that has a networked playback device. Additionally, using the control device, for example, different songs can be streamed to each room with a playback device, rooms can be grouped together for synchronous playback, or the same song can be heard in all rooms synchronously.


Given the ever growing interest in digital media, there continues to be a need to develop consumer-accessible technologies to further enhance the listening experience.





BRIEF DESCRIPTION OF THE DRAWINGS

Features, aspects, and advantages of the presently disclosed technology may be better understood with regard to the following description, appended claims, and accompanying drawings where:



FIG. 1 shows an example playback system configuration in which certain embodiments may be practiced;



FIG. 2 shows a functional block diagram of an example playback device;



FIG. 3 shows a functional block diagram of an example control device;



FIG. 4 shows an example control device interface;



FIG. 5 shows an example network configuration in which certain embodiments may be practiced;



FIG. 6 shows a functional block diagram of an example network microphone device;



FIG. 7 is an example flow diagram related to a playback device adjusting of volume of audio content in the presence of content output; and



FIG. 8 is another example flow diagram related to playback of content output and/or audio content by a playback device.





The drawings are for the purpose of illustrating example embodiments, but it is understood that the embodiments are not limited to the arrangements and instrumentality shown in the drawings.


DETAILED DESCRIPTION
I. Overview

Embodiments described herein involve, inter alia, adjusting a volume for audio content played back by a playback system when content different from the audio content is output by a network microphone device or by the playback system.


The network microphone device (NMD) may be a device which receives voice input via a microphone array and outputs content via a speaker. The voice input may be a query, for example, in the form of human speech and the content output may be a response to the query. The voice input may be in the form of human speech and the content output may take a variety of forms including voice output, a tone, an alarm, or music responsive to the voice input. The content output by a network microphone device may be referred to herein as NMD output.


As an example, the network microphone device may receive a voice input spoken as “Who is ‘Artist 1’ of ‘Track 1’ from ‘Streaming Service 1’. The network microphone device may determine that the voice input is a command, and then provide a voice output in response to the voice input. The voice output may be a spoken response that identifies the Artist (e.g., Prince) queried in the voice input.


In many situations, the network microphone device may be placed in proximity to a media playback system. The media playback system may include a plurality of playback devices that play back audio content. These playback devices may be distributed in various locations within a home, and these locations may be referred to as zones such as a bedroom or living room. The playback devices may be playing back audio content at the same time a network microphone device outputs content. As a result, the content output from the network microphone device might not be heard while the audio content is also playing.


In one embodiment, the playback device may be arranged to decrease its volume to a level below that of a volume that the network microphone device would use when the network microphone device outputs the content. This way a listener may be able to better hear the content output from the network microphone device. The process of decreasing volume of a playback device to below a volume of another content may be referred to herein as ducking.


The playback devices that are ducked may be all of the playback devices in the media playback system. In another example, the media playback devices that are ducked may be a subset of the playback devices. The subset of the playback devices that are ducked may be based on whether the network microphone device is in the same zone or zones. Alternatively, the subset of the playback devices that are ducked may be based on whether the network microphone device is bonded (grouped or paired) with the playback device.


These playback devices which are also playing back audio content may directly impact whether the content output by the network microphone device is heard. For example, if a media playback system has a playback device in a kitchen and in the bedroom and the network microphone device is located in the kitchen, then the kitchen playback device may be bonded with the network microphone device. Both the kitchen playback device and the bedroom playback device may be playing back audio. But when the network microphone device outputs content, the kitchen playback device may be ducked, but the bedroom playback device might not be ducked. But if the environment in which the playback devices is operating is an open area having with different zones, all of the playback devices in the different zones may still be ducked. Otherwise, the content output from the network microphone device may be still difficult to hear in the open area.


In other embodiments, the playback device itself may play back the NMD content. Given that the playback device may also be playing audio content, e.g., music, the playback device may output the NMD content in a variety of ways. As one example, the playback device may be arranged to receive an indication of the NMD content from the network microphone device and mix the NMD content with the audio content played by the playback device. As another example, the audio content being played back may be muted and the NMD content may be output on a playback device. As yet another example, the audio content being played back may be paused and the NMD content may be output on a playback device. Other arrangements are also possible.


II. Example Operating Environment


FIG. 1 shows an example configuration of a media playback system 100 in which one or more embodiments disclosed herein may be practiced or implemented. The media playback system 100 as shown is associated with an example home environment having several rooms and spaces, such as for example, a master bedroom, an office, a dining room, and a living room. As shown in the example of FIG. 1, the media playback system 100 includes playback devices 102-124, control devices 126 and 128, and a wired or wireless network router 130.


Further discussions relating to the different components of the example media playback system 100 and how the different components may interact to provide a user with a media experience may be found in the following sections. While discussions herein may generally refer to the example media playback system 100, technologies described herein are not limited to applications within, among other things, the home environment as shown in FIG. 1. For instance, the technologies described herein may be useful in environments where multi-zone audio may be desired, such as, for example, a commercial setting like a restaurant, mall or airport, a vehicle like a sports utility vehicle (SUV), bus or car, a ship or boat, an airplane, and so on.


a. Example Playback Devices


FIG. 2 shows a functional block diagram of an example playback device 200 that may be configured to be one or more of the playback devices 102-124 of the media playback system 100 of FIG. 1. The playback device 200 may include a processor 202, software components 204, memory 206, audio processing components 208, audio amplifier(s) 210, speaker(s) 212, a network interface 214 including wireless interface(s) 216 and wired interface(s) 218, and microphone(s) 220. In one case, the playback device 200 may not include the speaker(s) 212, but rather a speaker interface for connecting the playback device 200 to external speakers. In another case, the playback device 200 may include neither the speaker(s) 212 nor the audio amplifier(s) 210, but rather an audio interface for connecting the playback device 200 to an external audio amplifier or audio-visual receiver.


In one example, the processor 202 may be a clock-driven computing component configured to process input data according to instructions stored in the memory 206. The memory 206 may be a tangible computer-readable medium configured to store instructions executable by the processor 202. For instance, the memory 206 may be data storage that can be loaded with one or more of the software components 204 executable by the processor 202 to achieve certain functions. In one example, the functions may involve the playback device 200 retrieving audio data from an audio source or another playback device. In another example, the functions may involve the playback device 200 sending audio data to another device or playback device on a network. In yet another example, the functions may involve pairing of the playback device 200 with one or more playback devices to create a multi-channel audio environment.


Certain functions may involve the playback device 200 synchronizing playback of audio content with one or more other playback devices. During synchronous playback, a listener will preferably not be able to perceive time-delay differences between playback of the audio content by the playback device 200 and the one or more other playback devices. U.S. Pat. No. 8,234,395 entitled, “System and method for synchronizing operations among a plurality of independently clocked digital data processing devices,” which is hereby incorporated by reference, provides in more detail some examples for audio playback synchronization among playback devices.


The memory 206 may further be configured to store data associated with the playback device 200, such as one or more zones and/or zone groups the playback device 200 is a part of, audio sources accessible by the playback device 200, or a playback queue that the playback device 200 (or some other playback device) may be associated with. The data may be stored as one or more state variables that are periodically updated and used to describe the state of the playback device 200. The memory 206 may also include the data associated with the state of the other devices of the media system, and shared from time to time among the devices so that one or more of the devices have the most recent data associated with the system. Other embodiments are also possible.


The audio processing components 208 may include one or more digital-to-analog converters (DAC), an audio preprocessing component, an audio enhancement component or a digital signal processor (DSP), and so on. In one embodiment, one or more of the audio processing components 208 may be a subcomponent of the processor 202. In one example, audio content may be processed and/or intentionally altered by the audio processing components 208 to produce audio signals. The produced audio signals may then be provided to the audio amplifier(s) 210 for amplification and playback through speaker(s) 212. Particularly, the audio amplifier(s) 210 may include devices configured to amplify audio signals to a level for driving one or more of the speakers 212. The speaker(s) 212 may include an individual transducer (e.g., a “driver”) or a complete speaker system involving an enclosure with one or more drivers. A particular driver of the speaker(s) 212 may include, for example, a subwoofer (e.g., for low frequencies), a mid-range driver (e.g., for middle frequencies), and/or a tweeter (e.g., for high frequencies). In some cases, each transducer in the one or more speakers 212 may be driven by an individual corresponding audio amplifier of the audio amplifier(s) 210. In addition to producing analog signals for playback by the playback device 200, the audio processing components 208 may be configured to process audio content to be sent to one or more other playback devices for playback.


Audio content to be processed and/or played back by the playback device 200 may be received from an external source, such as via an audio line-in input connection (e.g., an auto-detecting 3.5 mm audio line-in connection) or the network interface 214.


The network interface 214 may be configured to facilitate a data flow between the playback device 200 and one or more other devices on a data network. As such, the playback device 200 may be configured to receive audio content over the data network from one or more other playback devices in communication with the playback device 200, network devices within a local area network, or audio content sources over a wide area network such as the Internet. In one example, the audio content and other signals transmitted and received by the playback device 200 may be transmitted in the form of digital packet data containing an Internet Protocol (IP)-based source address and IP-based destination addresses. In such a case, the network interface 214 may be configured to parse the digital packet data such that the data destined for the playback device 200 is properly received and processed by the playback device 200.


As shown, the network interface 214 may include wireless interface(s) 216 and wired interface(s) 218. The wireless interface(s) 216 may provide network interface functions for the playback device 200 to wirelessly communicate with other devices (e.g., other playback device(s), speaker(s), receiver(s), network device(s), control device(s) within a data network the playback device 200 is associated with) in accordance with a communication protocol (e.g., any wireless standard including IEEE 802.11a, 802.11b, 802.11g, 802.11n, 802.11ac, 802.15, 4G mobile communication standard, and so on). The wired interface(s) 218 may provide network interface functions for the playback device 200 to communicate over a wired connection with other devices in accordance with a communication protocol (e.g., IEEE 802.3). While the network interface 214 shown in FIG. 2 includes both wireless interface(s) 216 and wired interface(s) 218, the network interface 214 may in some embodiments include only wireless interface(s) or only wired interface(s).


The microphone(s) 220 may be arranged to detect sound in the environment of the playback device 200. For instance, the microphone(s) may be mounted on an exterior wall of a housing of the playback device. The microphone(s) may be any type of microphone now known or later developed such as a condenser microphone, electret condenser microphone, or a dynamic microphone. The microphone(s) may be sensitive to a portion of the frequency range of the speaker(s) 220. One or more of the speaker(s) 220 may operate in reverse as the microphone(s) 220. In some aspects, the playback device 200 might not have microphone(s) 220.


In one example, the playback device 200 and one other playback device may be paired to play two separate audio components of audio content. For instance, playback device 200 may be configured to play a left channel audio component, while the other playback device may be configured to play a right channel audio component, thereby producing or enhancing a stereo effect of the audio content. The paired playback devices (also referred to as “bonded playback devices”) may further play audio content in synchrony with other playback devices.


In another example, the playback device 200 may be sonically consolidated with one or more other playback devices to form a single, consolidated playback device. A consolidated playback device may be configured to process and reproduce sound differently than an unconsolidated playback device or playback devices that are paired, because a consolidated playback device may have additional speaker drivers through which audio content may be rendered. For instance, if the playback device 200 is a playback device designed to render low frequency range audio content (i.e. a subwoofer), the playback device 200 may be consolidated with a playback device designed to render full frequency range audio content. In such a case, the full frequency range playback device, when consolidated with the low frequency playback device 200, may be configured to render only the mid and high frequency components of audio content, while the low frequency range playback device 200 renders the low frequency component of the audio content. The consolidated playback device may further be paired with a single playback device or yet another consolidated playback device.


By way of illustration, SONOS, Inc. presently offers (or has offered) for sale certain playback devices including a “PLAY:1,” “PLAY:3,” “PLAY:5,” “PLAYBAR,” “CONNECT:AMP,” “CONNECT,” and “SUB.” Any other past, present, and/or future playback devices may additionally or alternatively be used to implement the playback devices of example embodiments disclosed herein. Additionally, it is understood that a playback device is not limited to the example illustrated in FIG. 2 or to the SONOS product offerings. For example, a playback device may include a wired or wireless headphone. In another example, a playback device may include or interact with a docking station for personal mobile media playback devices. In yet another example, a playback device may be integral to another device or component such as a television, a lighting fixture, or some other device for indoor or outdoor use.


b. Example Playback Zone Configurations

Referring back to the media playback system 100 of FIG. 1, the environment may have one or more playback zones, each with one or more playback devices. The media playback system 100 may be established with one or more playback zones, after which one or more zones may be added, or removed to arrive at the example configuration shown in FIG. 1. Each zone may be given a name according to a different room or space such as an office, bathroom, master bedroom, bedroom, kitchen, dining room, living room, and/or balcony. In one case, a single playback zone may include multiple rooms or spaces. In another case, a single room or space may include multiple playback zones.


As shown in FIG. 1, the balcony, dining room, kitchen, bathroom, office, and bedroom zones each have one playback device, while the living room and master bedroom zones each have multiple playback devices. In the living room zone, playback devices 104, 106, 108, and 110 may be configured to play audio content in synchrony as individual playback devices, as one or more bonded playback devices, as one or more consolidated playback devices, or any combination thereof. Similarly, in the case of the master bedroom, playback devices 122 and 124 may be configured to play audio content in synchrony as individual playback devices, as a bonded playback device, or as a consolidated playback device.


In one example, one or more playback zones in the environment of FIG. 1 may each be playing different audio content. For instance, the user may be grilling in the balcony zone and listening to hip hop music being played by the playback device 102 while another user may be preparing food in the kitchen zone and listening to classical music being played by the playback device 114. In another example, a playback zone may play the same audio content in synchrony with another playback zone. For instance, the user may be in the office zone where the playback device 118 is playing the same rock music that is being playing by playback device 102 in the balcony zone. In such a case, playback devices 102 and 118 may be playing the rock music in synchrony such that the user may seamlessly (or at least substantially seamlessly) enjoy the audio content that is being played out-loud while moving between different playback zones. Synchronization among playback zones may be achieved in a manner similar to that of synchronization among playback devices, as described in previously referenced U.S. Pat. No. 8,234,395.


As suggested above, the zone configurations of the media playback system 100 may be dynamically modified, and in some embodiments, the media playback system 100 supports numerous configurations. For instance, if a user physically moves one or more playback devices to or from a zone, the media playback system 100 may be reconfigured to accommodate the change(s). For instance, if the user physically moves the playback device 102 from the balcony zone to the office zone, the office zone may now include both the playback device 118 and the playback device 102. The playback device 102 may be paired or grouped with the office zone and/or renamed if so desired via a control device such as the control devices 126 and 128. On the other hand, if the one or more playback devices are moved to a particular area in the home environment that is not already a playback zone, a new playback zone may be created for the particular area.


Further, different playback zones of the media playback system 100 may be dynamically combined into zone groups or split up into individual playback zones. For instance, the dining room zone and the kitchen zone 114 may be combined into a zone group for a dinner party such that playback devices 112 and 114 may render audio content in synchrony. On the other hand, the living room zone may be split into a television zone including playback device 104, and a listening zone including playback devices 106, 108, and 110, if the user wishes to listen to music in the living room space while another user wishes to watch television.


c. Example Control Devices


FIG. 3 shows a functional block diagram of an example control device 300 that may be configured to be one or both of the control devices 126 and 128 of the media playback system 100. As shown, the control device 300 may include a processor 302, memory 304, a network interface 306, a user interface 308, microphone(s) 310, and software components 312. In one example, the control device 300 may be a dedicated controller for the media playback system 100. In another example, the control device 300 may be a network device on which media playback system controller application software may be installed, such as for example, an iPhone™, iPad™ or any other smart phone, tablet or network device (e.g., a networked computer such as a PC or Mac™).


The processor 302 may be configured to perform functions relevant to facilitating user access, control, and configuration of the media playback system 100. The memory 304 may be data storage that can be loaded with one or more of the software components executable by the processor 302 to perform those functions. The memory 304 may also be configured to store the media playback system controller application software and other data associated with the media playback system 100 and the user.


In one example, the network interface 306 may be based on an industry standard (e.g., infrared, radio, wired standards including IEEE 802.3, wireless standards including IEEE 802.11a, 802.11b, 802.11g, 802.11n, 802.11ac, 802.15, 4G mobile communication standard, and so on). The network interface 306 may provide a means for the control device 300 to communicate with other devices in the media playback system 100. In one example, data and information (e.g., such as a state variable) may be communicated between control device 300 and other devices via the network interface 306. For instance, playback zone and zone group configurations in the media playback system 100 may be received by the control device 300 from a playback device or another network device, or transmitted by the control device 300 to another playback device or network device via the network interface 306. In some cases, the other network device may be another control device.


Playback device control commands such as volume control and audio playback control may also be communicated from the control device 300 to a playback device via the network interface 306. As suggested above, changes to configurations of the media playback system 100 may also be performed by a user using the control device 300. The configuration changes may include adding/removing one or more playback devices to/from a zone, adding/removing one or more zones to/from a zone group, forming a bonded or consolidated player, separating one or more playback devices from a bonded or consolidated player, among others. Accordingly, the control device 300 may sometimes be referred to as a controller, whether the control device 300 is a dedicated controller or a network device on which media playback system controller application software is installed.


Control device 300 may include microphone(s) 310. Microphone(s) 310 may be arranged to detect sound in the environment of the control device 300. Microphone(s) 310 may be any type of microphone now known or later developed such as a condenser microphone, electret condenser microphone, or a dynamic microphone. The microphone(s) may be sensitive to a portion of a frequency range. Two or more microphones 310 may be arranged to capture location information of an audio source (e.g., voice, audible sound) and/or to assist in filtering background noise.


The user interface 308 of the control device 300 may be configured to facilitate user access and control of the media playback system 100, by providing a controller interface such as the controller interface 400 shown in FIG. 4. The controller interface 400 includes a playback control region 410, a playback zone region 420, a playback status region 430, a playback queue region 440, and an audio content sources region 450. The user interface 400 as shown is just one example of a user interface that may be provided on a network device such as the control device 300 of FIG. 3 (and/or the control devices 126 and 128 of FIG. 1) and accessed by users to control a media playback system such as the media playback system 100. Other user interfaces of varying formats, styles, and interactive sequences may alternatively be implemented on one or more network devices to provide comparable control access to a media playback system.


The playback control region 410 may include selectable (e.g., by way of touch or by using a cursor) icons to cause playback devices in a selected playback zone or zone group to play or pause, fast forward, rewind, skip to next, skip to previous, enter/exit shuffle mode, enter/exit repeat mode, enter/exit cross fade mode. The playback control region 410 may also include selectable icons to modify equalization settings, and playback volume, among other possibilities.


The playback zone region 420 may include representations of playback zones within the media playback system 100. In some embodiments, the graphical representations of playback zones may be selectable to bring up additional selectable icons to manage or configure the playback zones in the media playback system, such as a creation of bonded zones, creation of zone groups, separation of zone groups, and renaming of zone groups, among other possibilities.


For example, as shown, a “group” icon may be provided within each of the graphical representations of playback zones. The “group” icon provided within a graphical representation of a particular zone may be selectable to bring up options to select one or more other zones in the media playback system to be grouped with the particular zone. Once grouped, playback devices in the zones that have been grouped with the particular zone will be configured to play audio content in synchrony with the playback device(s) in the particular zone. Analogously, a “group” icon may be provided within a graphical representation of a zone group. In this case, the “group” icon may be selectable to bring up options to deselect one or more zones in the zone group to be removed from the zone group. Other interactions and implementations for grouping and ungrouping zones via a user interface such as the user interface 400 are also possible. The representations of playback zones in the playback zone region 420 may be dynamically updated as playback zone or zone group configurations are modified.


The playback status region 430 may include graphical representations of audio content that is presently being played, previously played, or scheduled to play next in the selected playback zone or zone group. The selected playback zone or zone group may be visually distinguished on the user interface, such as within the playback zone region 420 and/or the playback status region 430. The graphical representations may include track title, artist name, album name, album year, track length, and other relevant information that may be useful for the user to know when controlling the media playback system via the user interface 400.


The playback queue region 440 may include graphical representations of audio content in a playback queue associated with the selected playback zone or zone group. In some embodiments, each playback zone or zone group may be associated with a playback queue containing information corresponding to zero or more audio items for playback by the playback zone or zone group. For instance, each audio item in the playback queue may comprise a uniform resource identifier (URI), a uniform resource locator (URL) or some other identifier that may be used by a playback device in the playback zone or zone group to find and/or retrieve the audio item from a local audio content source or a networked audio content source, possibly for playback by the playback device.


In one example, a playlist may be added to a playback queue, in which case information corresponding to each audio item in the playlist may be added to the playback queue. In another example, audio items in a playback queue may be saved as a playlist. In a further example, a playback queue may be empty, or populated but “not in use” when the playback zone or zone group is playing continuously streaming audio content, such as Internet radio that may continue to play until otherwise stopped, rather than discrete audio items that have playback durations. In an alternative embodiment, a playback queue can include Internet radio and/or other streaming audio content items and be “in use” when the playback zone or zone group is playing those items. Other examples are also possible.


When playback zones or zone groups are “grouped” or “ungrouped,” playback queues associated with the affected playback zones or zone groups may be cleared or re-associated. For example, if a first playback zone including a first playback queue is grouped with a second playback zone including a second playback queue, the established zone group may have an associated playback queue that is initially empty, that contains audio items from the first playback queue (such as if the second playback zone was added to the first playback zone), that contains audio items from the second playback queue (such as if the first playback zone was added to the second playback zone), or a combination of audio items from both the first and second playback queues. Subsequently, if the established zone group is ungrouped, the resulting first playback zone may be re-associated with the previous first playback queue, or be associated with a new playback queue that is empty or contains audio items from the playback queue associated with the established zone group before the established zone group was ungrouped. Similarly, the resulting second playback zone may be re-associated with the previous second playback queue, or be associated with a new playback queue that is empty, or contains audio items from the playback queue associated with the established zone group before the established zone group was ungrouped. Other examples are also possible.


Referring back to the user interface 400 of FIG. 4, the graphical representations of audio content in the playback queue region 440 may include track titles, artist names, track lengths, and other relevant information associated with the audio content in the playback queue. In one example, graphical representations of audio content may be selectable to bring up additional selectable icons to manage and/or manipulate the playback queue and/or audio content represented in the playback queue. For instance, a represented audio content may be removed from the playback queue, moved to a different position within the playback queue, or selected to be played immediately, or after any currently playing audio content, among other possibilities. A playback queue associated with a playback zone or zone group may be stored in a memory on one or more playback devices in the playback zone or zone group, on a playback device that is not in the playback zone or zone group, and/or some other designated device.


The audio content sources region 450 may include graphical representations of selectable audio content sources from which audio content may be retrieved and played by the selected playback zone or zone group. Discussions pertaining to audio content sources may be found in the following section.


d. Example Audio Content Sources

As indicated previously, one or more playback devices in a zone or zone group may be configured to retrieve for playback audio content (e.g. according to a corresponding URI or URL for the audio content) from a variety of available audio content sources. In one example, audio content may be retrieved by a playback device directly from a corresponding audio content source (e.g., a line-in connection). In another example, audio content may be provided to a playback device over a network via one or more other playback devices or network devices.


Example audio content sources may include a memory of one or more playback devices in a media playback system such as the media playback system 100 of FIG. 1, local music libraries on one or more network devices (such as a control device, a network-enabled personal computer, or a networked-attached storage (NAS), for example), streaming audio services providing audio content via the Internet (e.g., the cloud), or audio sources connected to the media playback system via a line-in input connection on a playback device or network devise, among other possibilities.


In some embodiments, audio content sources may be regularly added or removed from a media playback system such as the media playback system 100 of FIG. 1. In one example, an indexing of audio items may be performed whenever one or more audio content sources are added, removed or updated. Indexing of audio items may involve scanning for identifiable audio items in all folders/directory shared over a network accessible by playback devices in the media playback system, and generating or updating an audio content database containing metadata (e.g., title, artist, album, track length, among others) and other associated information, such as a URI or URL for each identifiable audio item found. Other examples for managing and maintaining audio content sources may also be possible.


The above discussions relating to playback devices, controller devices, playback zone configurations, and media content sources provide only some examples of operating environments within which functions and methods described below may be implemented. Other operating environments and configurations of media playback systems, playback devices, and network devices not explicitly described herein may also be applicable and suitable for implementation of the functions and methods.


e. Example Plurality of Networked Devices


FIG. 5 shows an example plurality of devices 500 that may be configured to provide an audio playback experience based on voice control. One having ordinary skill in the art will appreciate that the devices shown in FIG. 5 are for illustrative purposes only, and variations including different and/or additional devices may be possible. As shown, the plurality of devices 500 includes computing devices 504, 506, and 508; network microphone devices (NMDs) 512, 514, and 516; playback devices (PBDs) 532, 534, 536, and 538; and a controller device (CR) 522.


Each of the plurality of devices 500 may be network-capable devices that can establish communication with one or more other devices in the plurality of devices according to one or more network protocols, such as NFC, Bluetooth, Ethernet, and IEEE 802.11, among other examples, over one or more types of networks, such as wide area networks (WAN), local area networks (LAN), and personal area networks (PAN), among other possibilities.


As shown, the computing devices 504, 506, and 508 may be part of a cloud network 502. The cloud network 502 may include additional computing devices. In one example, the computing devices 504, 506, and 508 may be different servers. In another example, two or more of the computing devices 504, 506, and 508 may be modules of a single server. Analogously, each of the computing device 504, 506, and 508 may include one or more modules or servers. For ease of illustration purposes herein, each of the computing devices 504, 506, and 508 may be configured to perform particular functions within the cloud network 502. For instance, computing device 508 may be a source of audio content for a streaming music service.


As shown, the computing device 504 may be configured to interface with NMDs 512, 514, and 516 via communication path 542. NMDs 512, 514, and 516 may be components of one or more “Smart Home” systems. In one case, NMDs 512, 514, and 516 may be physically distributed throughout a household, similar to the distribution of devices shown in FIG. 1. In another case, two or more of the NMDs 512, 514, and 516 may be physically positioned within relative close proximity of one another. Communication path 542 may comprise one or more types of networks, such as a WAN including the Internet, LAN, and/or PAN, among other possibilities.


In one example, one or more of the NMDs 512, 514, and 516 may be devices configured primarily for audio detection. In another example, one or more of the NMDs 512, 514, and 516 may be components of devices having various primary utilities. For instance, as discussed above in connection to FIGS. 2 and 3, one or more of NMDs 512, 514, and 516 may be the microphone(s) 220 of playback device 200 or the microphone(s) 310 of network device 300. Further, in some cases, one or more of NMDs 512, 514, and 516 may be the playback device 200 or network device 300. In an example, one or more of NMDs 512, 514, and/or 516 may include multiple microphones arranged in a microphone array.


As shown, the computing device 506 may be configured to interface with CR 522 and PBDs 532, 534, 536, and 538 via communication path 544. In one example, CR 522 may be a network device such as the network device 200 of FIG. 2. Accordingly, CR 522 may be configured to provide the controller interface 400 of FIG. 4. Similarly, PBDs 532, 534, 536, and 538 may be playback devices such as the playback device 300 of FIG. 3. As such, PBDs 532, 534, 536, and 538 may be physically distributed throughout a household as shown in FIG. 1. For illustration purposes, PBDs 536 and 538 may be part of a bonded zone 530, while PBDs 532 and 534 may be part of their own respective zones. As described above, the PBDs 532, 534, 536, and 538 may be dynamically bonded, grouped, unbonded, and ungrouped. Communication path 544 may comprise one or more types of networks, such as a WAN including the Internet, LAN, and/or PAN, among other possibilities.


In one example, as with NMDs 512, 514, and 516, CR522 and PBDs 532, 534, 536, and 538 may also be components of one or more “Smart Home” systems. In one case, PBDs 532, 534, 536, and 538 may be distributed throughout the same household as the NMDs 512, 514, and 516. Further, as suggested above, one or more of PBDs 532, 534, 536, and 538 may be one or more of NMDs 512, 514, and 516.


The NMDs 512, 514, and 516 may be part of a local area network, and the communication path 542 may include an access point that links the local area network of the NMDs 512, 514, and 516 to the computing device 504 over a WAN (communication path not shown). Likewise, each of the NMDs 512, 514, and 516 may communicate with each other via such an access point.


Similarly, CR 522 and PBDs 532, 534, 536, and 538 may be part of a local area network and/or a local playback network as discussed in previous sections, and the communication path 544 may include an access point that links the local area network and/or local playback network of CR 522 and PBDs 532, 534, 536, and 538 to the computing device 506 over a WAN. As such, each of the CR 522 and PBDs 532, 534, 536, and 538 may also communicate with each over such an access point.


In one example, communication paths 542 and 544 may comprise the same access point. In an example, each of the NMDs 512, 514, and 516, CR 522, and PBDs 532, 534, 536, and 538 may access the cloud network 502 via the same access point for a household.


As shown in FIG. 5, each of the NMDs 512, 514, and 516, CR 522, and PBDs 532, 534, 536, and 538 may also directly communicate with one or more of the other devices via communication means 546. Communication means 546 as described herein may involve one or more forms of communication between the devices, according to one or more network protocols, over one or more types of networks, and/or may involve communication via one or more other network devices. For instance, communication means 546 may include one or more of for example, Bluetooth™ (IEEE 802.15), NFC, Wireless direct, and/or Proprietary wireless, among other possibilities.


In one example, CR 522 may communicate with NMD 512 over Bluetooth™, and communicate with PBD 534 over another local area network. In another example, NMD 514 may communicate with CR 522 over another local area network, and communicate with PBD 536 over Bluetooth. In a further example, each of the PBDs 532, 534, 536, and 538 may communicate with each other according to a spanning tree protocol over a local playback network, while each communicating with CR 522 over a local area network, different from the local playback network. Other examples are also possible.


In some cases, communication means between the NMDs 512, 514, and 516, CR 522, and PBDs 532, 534, 536, and 538 may change depending on types of communication between the devices, network conditions, and/or latency demands. For instance, communication means 546 may be used when NMD 516 is first introduced to the household with the PBDs 532, 534, 536, and 538. In one case, the NMD 516 may transmit identification information corresponding to the NMD 516 to PBD 538 via NFC, and PBD 538 may in response, transmit local area network information to NMD 516 via NFC (or some other form of communication). However, once NMD 516 has been configured within the household, communication means between NMD 516 and PBD 538 may change. For instance, NMD 516 may subsequently communicate with PBD 538 via communication path 542, the cloud network 502, and communication path 544. In another example, the NMDs and PBDs may never communicate via local communications means 546. In a further example, the NMDs and PBDs may communicate primarily via local communications means 546. Other examples are also possible.


In an illustrative example, NMDs 512, 514, and 516 may be configured to receive voice inputs to control PBDs 532, 534, 536, and 538. The available control commands may include any media playback system controls previously discussed, such as playback volume control, playback transport controls, music source selection, and grouping, among other possibilities. In one instance, NMD 512 may receive a voice input to control one or more of the PBDs 532, 534, 536, and 538. In response to receiving the voice input, NMD 512 may transmit via communication path 542, the voice input to computing device 504 for processing. In one example, the computing device 504 may convert the voice input to an equivalent text command, and parse the text command to identify a command. Computing device 504 may then subsequently transmit the text command to the computing device 506. In another example, the computing device 504 may convert the voice input to an equivalent text command, and then subsequently transmit the text command to the computing device 506. The computing device 506 may then parse the text command to identify one or more playback commands.


For instance, if the text command is “Play ‘Track 1’ by ‘Artist 1’ from ‘Streaming Service 1’ in ‘Zone 1’,” The computing device 506 may identify (i) a URL for “Track 1” by “Artist 1” available from “Streaming Service 1,” and (ii) at least one playback device in “Zone 1.” In this example, the URL for “Track 1” by “Artist 1” from “Streaming Service 1” may be a URL pointing to computing device 508, and “Zone 1” may be the bonded zone 530. As such, upon identifying the URL and one or both of PBDs 536 and 538, the computing device 506 may transmit via communication path 544 to one or both of PBDs 536 and 538, the identified URL for playback. One or both of PBDs 536 and 538 may responsively retrieve audio content from the computing device 508 according to the received URL, and begin playing “Track 1” by “Artist 1” from “Streaming Service 1.”


One having ordinary skill in the art will appreciate that the above is just one illustrative example, and that other implementations are also possible. In one case, operations performed by one or more of the plurality of devices 500, as described above, may be performed by one or more other devices in the plurality of device 500. For instance, the conversion from voice input to the text command may be alternatively, partially, or wholly performed by another device or devices, such as NMD 512, computing device 506, PBD 536, and/or PBD 538. Analogously, the identification of the URL may be alternatively, partially, or wholly performed by another device or devices, such as NMD 512, computing device 504, PBD 536, and/or PBD 538.


f. Example Network Microphone Device


FIG. 6 shows a function block diagram of an example network microphone device 600 that may be configured to be one or more of NMDs 512, 514, and 516 of FIG. 5. As shown, the network microphone device 600 includes a processor 602, memory 604, a microphone array 606, a network interface 608, a user interface 610, software components 612, and speaker(s) 614. One having ordinary skill in the art will appreciate that other network microphone device configurations and arrangements are also possible. For instance, network microphone devices may alternatively exclude the speaker(s) 614 or have a single microphone instead of microphone array 606.


The processor 602 may include one or more processors and/or controllers, which may take the form of a general or special-purpose processor or controller. For instance, the processing unit 602 may include microprocessors, microcontrollers, application-specific integrated circuits, digital signal processors, and the like. The memory 604 may be data storage that can be loaded with one or more of the software components executable by the processor 602 to perform those functions. Accordingly, memory 604 may comprise one or more non-transitory computer-readable storage mediums, examples of which may include volatile storage mediums such as random access memory, registers, cache, etc. and non-volatile storage mediums such as read-only memory, a hard-disk drive, a solid-state drive, flash memory, and/or an optical-storage device, among other possibilities.


The microphone array 606 may be a plurality of microphones arranged to detect sound in the environment of the network microphone device 600. Microphone array 606 may include any type of microphone now known or later developed such as a condenser microphone, electret condenser microphone, or a dynamic microphone, among other possibilities. In one example, the microphone array may be arranged to detect audio from one or more directions relative to the network microphone device. The microphone array 606 may be sensitive to a portion of a frequency range. In one example, a first subset of the microphone array 606 may be sensitive to a first frequency range, while a second subset of the microphone array may be sensitive to a second frequency range. The microphone array 606 may further be arranged to capture location information of an audio source (e.g., voice, audible sound) and/or to assist in filtering background noise. Notably, in some embodiments the microphone array may consist of only a single microphone, rather than a plurality of microphones.


The network interface 608 may be configured to facilitate wireless and/or wired communication between various network devices, such as, in reference to FIG. 5, CR 522, PBDs 532-538, computing device 504-508 in cloud network 502, and other network microphone devices, among other possibilities. As such, network interface 608 may take any suitable form for carrying out these functions, examples of which may include an Ethernet interface, a serial bus interface (e.g., FireWire, USB 2.0, etc.), a chipset and antenna adapted to facilitate wireless communication, and/or any other interface that provides for wired and/or wireless communication. In one example, the network interface 608 may be based on an industry standard (e.g., infrared, radio, wired standards including IEEE 802.3, wireless standards including IEEE 802.11a, 802.11b, 802.11g, 802.11n, 802.11ac, 802.15, 4G mobile communication standard, and so on).


The user interface 610 of the network microphone device 600 may be configured to facilitate user interactions with the network microphone device. In one example, the user interface 608 may include one or more of physical buttons, graphical interfaces provided on touch sensitive screen(s) and/or surface(s), among other possibilities, for a user to directly provide input to the network microphone device 600. The user interface 610 may further include one or more of lights and the speaker(s) 614 to provide visual and/or audio feedback to a user. In one example, the network microphone device 600 may further be configured to playback audio content via the speaker(s) 614.


III. Example Systems

In many situations, the network microphone device may be placed in proximity to a playback device 532-538. For instance, the playback device may be placed in the same room as a network microphone device making hearing of the content output difficult when audio content is being played back by a playback device. Embodiments described herein involve, inter alia, adjusting a volume for audio content played back by a playback system when content different from the audio content is output by a network microphone device or by the playback system.



FIGS. 7-8 present embodiments that can be implemented within the disclosed operating environment. Methods and the other process disclosed herein may include one or more operations, functions, or actions. Although the blocks are illustrated in sequential order, these blocks may also be performed in parallel, and/or in a different order than those described herein. Also, the various blocks may be combined into fewer blocks, divided into additional blocks, and/or removed based upon the desired implementation.


In addition, for the methods and other processes and methods disclosed herein, the flowchart shows functionality and operation of one possible implementation of present embodiments. In this regard, each block may represent a module, a segment, or a portion of program code, which includes one or more instructions executable by a processor for implementing specific logical functions or steps in the process. The program code may be stored on any type of computer readable medium, for example, such as a storage device including a disk or hard drive. The computer readable medium may include non-transitory computer readable medium, for example, such as computer-readable media that stores data for short periods of time like register memory, processor cache and Random Access Memory (RAM). The computer readable medium may also include non-transitory media, such as secondary or persistent long term storage, like read only memory (ROM), optical or magnetic disks, compact-disc read only memory (CD-ROM), for example. The computer readable media may also be any other volatile or non-volatile storage systems. The computer readable medium may be considered a computer readable storage medium, for example, or a tangible storage device. In addition, each block in the figures may represent circuitry that is wired to perform the specific logical functions in the process.



FIG. 7 is a flow chart of functions performed to enable the content output by a network microphone device to be heard while a playback device is also playing back audio content. In some examples, one or more of these functions described may be performed by a playback device. In other example, computing device such as 504-508 may also perform one or more of these functions in conjunction with the playback device or instead of the playback device. The computing device may be associated with a playback device and perform processing associated with the playback device.


At 702, a message may be received. The message may be associated with a network microphone device. The message may be received from a network microphone device via the communication network 546. Alternatively, the message may be received from a computing device, e.g., 504-508, associated with the network microphone device via communication link 544, 546. Other arrangements are also possible.


The message may be indicative of content to be output by the network microphone device, determined by the network microphone device to be output, and/or determined by the computing device associated with the network microphone device to be output (herein referred to collectively as NMD content). The NMD content may take a variety of forms, examples of which may include voice output, speech, music, a tone, or an alarm. The message may specify that the network microphone device may output content at a particular time defined by a clock reference in common with the playback device and the network microphone device. The message may also specify a duration of the content output by the network microphone device. Other arrangements are also possible for indicating when the network microphone device may output content.


The message may be sent to one or more of the playback devices in the playback system. In some instances, the message may be sent to all of the playback devices in the media playback system. In another example, the message may be sent to a subset of the playback devices. The subset of the playback devices may be based on whether a network microphone device is in the same zone or zones with the playback device.


Additionally, or alternatively, the subset of the playback devices may be based on whether the network microphone device is bonded with the playback device. The bond may indicate that the playback device and the network microphone device are in close proximity to each other, such as in a same room or zone or playing audio content in synchrony. In this regard, these playback devices may directly impact whether the NMD content can be heard over music, for instance, being played by the playback devices.


In some examples, the bonded playback device and network microphone device may use various networking techniques to reduce the latency between themselves. For example, a local rather than WAN network connection (LAN or Bluetooth) may be used for communication. As another example, communications might revert to a different frequency range in the local network, e.g., switch from a “typical” 2.4 Ghz communication to a 5 Ghz communication while the playback device is bonded to the network microphone device. As yet another example, communications might switch to a reserved channel on either the 2.4 or 5 Ghz spectrum or other network traffic may be reduced when the playback device and network microphone device is bonded, e.g., the playback device might stop serving as a relay node for other network traffic. Other arrangements are also possible.


At 704, the playback device may adjust, e.g., decrease its volume, at the time specified in the message to a level below that of a volume that the network microphone device would use when it outputs content. The volume may be specified in the message received by the playback device or the volume may be already predefined by the playback device. The volume may be reduced for a period of time defined by the duration of the NMD content. The purpose for decreasing the volume may be so that a listener may be able to better hear the content output by the network microphone device while audio content continues to play on the playback device. The process of decreasing volume of audio content as compared to NMD content is known as ducking.


As an example, consider a media playback system with a playback device in a kitchen and in the bedroom and a network microphone device is located in the kitchen. The kitchen playback device may be bonded with the network microphone device. The kitchen playback device and the bedroom playback device may be playing back audio. The bonding may result in the kitchen playback device being ducked but not the bedroom playback device when the network microphone device outputs content.


As another example, all of the playback devices may be in different zones. But the environment in which the playback devices is operating in may be an open area such as a living room and dining room combo space having a living room zone and a dining room zone. In this case, the network microphone device may be aware of the nature of the area (perhaps when the network microphone device was configured). In this case, all of the playback devices may be ducked because the content output by the network microphone device may otherwise be still difficult to hear in the open area.


At 706, the playback device may then restore a volume of audio content being played back. The volume may be restored, for instance, after the content is output by the network microphone device. The message sent by the network microphone device may indicate a duration of the NMD content. In this regard, the playback device may be able to determine that the NMD content has been output and then restore a volume of the audio content being played back. Alternatively, the network microphone device may send a message to the playback device when the playback device is to restore the volume of audio content rather than the playback device making this determination. In some embodiments, the playback device may store the volume of the content being played back prior to adjustment at 704 so that the volume can be restored.


Instead of or in addition to the network microphone device outputting audio content, the media playback system may output the NMD content. In this case, the network microphone device might not output the NMD content or might output the NMD content in conjunction with the playback device. FIG. 8 is a flow chart of functions that may be performed in playing audio content as well as outputting the NMD content. In some examples, one or more of the functions described may be performed by a playback device. In other example, computing device such as 504-508 may also perform one or more of these functions in conjunction with the playback device or instead of the playback device. The computing device associated with the playback device may perform processing associated with the playback device.


At 802, a message may be received. The message may be associated with a network microphone device and come from the network microphone device or from a computing device associated with the network microphone device. The message may be received from a network microphone device via the communication network 546. Alternatively, the message may be received from a computing device, e.g., 504-508, associated with the network microphone device via communication link 544. Other arrangements are also possible.


The message may include an indication of NMD content. The indication may be an audio file which defines the content output. For example, the audio file may include digital samples representative of the NMD content. The message may be sent to the playback device that is bonded to the network microphone device and/or all of the playback devices in the media playback system.


The NMD content output on the playback device may be handled in a variety of ways. As one example, at 804, the playback device may be arranged to mix the NMD content with the audio content being played by the playback device, e.g., a song. The playback device may play back audio content at a fixed sample rate. The playback device may mix the audio content with the NMD content by reducing the sampling rate of the audio content and the sample rate of the NMD content so that the playback device may be able to still play back the mixed audio content and NMD output at a same fixed sample rate. During this mixing process, the volume of the audio content and/or NMD content may be adjusted to facilitate hearing the NMD content on the playback device.


As another example, at 806, the audio content being played back on the playback device may be muted and the NMD content may be output on the playback device. If there are other playback devices 502 also playing the same audio content in synchrony, those playback devices 502 may continue to play back the audio content. When the playback device is done outputting the NMD content, the the playback device may continue to play back the audio content in synchrony with the other playback devices. For instance, a left channel of a speaker may mute and output NMD content and a right channel may continue to play the audio content. The playback device may be able to then continue to play back the audio content by using presentation time stamps in the audio content. The presentation timestamp may indicate timing of playback of the audio content. Based on when the NMD content is output by the playback device and a duration of the NMD content output, the playback device may be able to determine using the presentation time stamps the audio content to start playing after the NMD content is output. During this process, the volume of the audio content and/or NMD content output may be adjusted to facilitate hearing the NMD content output on the media playback system.


As yet another example, at 808, the audio content being played back on the playback device may be paused and the NMD content may be output on a playback device. When the playback device is released from paused, the audio content may be played back at the point where the playback device left off playback. In this case, any other playback devices 502 also playing the audio content in synchrony when the playback device outputs the NMD content may be paused. Again, during this process, the volume of the audio content and/or NMD content output may be adjusted to facilitate hearing the NMD content output on the media playback system.


As noted above, the NMD content output by the playback device may be at a baseline volume. This may be an appropriate volume that may have been previously set for the playback device or indicated in a message by the network microphone device. In some embodiments, the volume of the NMD content output and/or audio content output by the playback device may be adaptively adjusted.


For example, the volume of the NMD content output may be adjusted relative to the volume of the audio content played back by the playback device before and after ducking with respect to the baseline volume. The volume of the NMD content output may be decreased substantially from the baseline volume when the volume of the audio content is ducked substantially. On the other hand, the volume of the NMD content output may change slightly from the baseline volume if the volume of the audio content played back by the playback device is changed slightly. Similarly, the volume of the audio content may be adjusted relative to the volume of the NMD content.


If the network microphone device is outputting the content, then the playback device may send an indication of the determined volume of the NMD content to the network microphone device so that the network microphone device may output the NMD content at that volume. Alternatively, the playback device may send an indication of the volume of the audio content played by the playback device (either before or after ducking) during when the NMD content is output so that the network microphone device may determine the volume of the NMD content output. Other arrangements are also possible.


Accordingly, if the audio content being played back by the playback device is already loud, then the NMD content output may not be loud. Similarly, if the audio content being played back is already soft, then NMD content output may not be soft. Still further, in some embodiments, the playback device or network microphone device might not adjust the volume of the audio content or the volume of the NMD content at all. The volumes may be acceptable such that adjustment is not needed.


Methods and the other process disclosed herein may include one or more operations, functions, or actions. Although the blocks are illustrated in sequential order, these blocks may also be performed in parallel, and/or in a different order than those described herein. Also, the various blocks may be combined into fewer blocks, divided into additional blocks, and/or removed based upon the desired implementation.


In addition, for the methods and other processes and methods disclosed herein, the flowchart shows functionality and operation of one possible implementation of present embodiments. In this regard, each block may represent a module, a segment, or a portion of program code, which includes one or more instructions executable by a processor for implementing specific logical functions or steps in the process. The program code may be stored on any type of computer readable medium, for example, such as a storage device including a disk or hard drive. The computer readable medium may include non-transitory computer readable medium, for example, such as computer-readable media that stores data for short periods of time like register memory, processor cache and Random Access Memory (RAM). The computer readable medium may also include non-transitory media, such as secondary or persistent long term storage, like read only memory (ROM), optical or magnetic disks, compact-disc read only memory (CD-ROM), for example. The computer readable media may also be any other volatile or non-volatile storage systems. The computer readable medium may be considered a computer readable storage medium, for example, or a tangible storage device. In addition, each block in the figures may represent circuitry that is wired to perform the specific logical functions in the process.


IV. Conclusion

The description above discloses, among other things, various example systems, methods, apparatus, and articles of manufacture including, among other components, firmware and/or software executed on hardware. It is understood that such examples are merely illustrative and should not be considered as limiting. For example, it is contemplated that any or all of the firmware, hardware, and/or software aspects or components can be embodied exclusively in hardware, exclusively in software, exclusively in firmware, or in any combination of hardware, software, and/or firmware. Accordingly, the examples provided are not the only way(s) to implement such systems, methods, apparatus, and/or articles of manufacture.


Additionally, references herein to “embodiment” means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one example embodiment of an invention. The appearances of this phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. As such, the embodiments described herein, explicitly and implicitly understood by one skilled in the art, can be combined with other embodiments.


The specification is presented largely in terms of illustrative environments, systems, procedures, steps, logic blocks, processing, and other symbolic representations that directly or indirectly resemble the operations of data processing devices coupled to networks. These process descriptions and representations are typically used by those skilled in the art to most effectively convey the substance of their work to others skilled in the art. Numerous specific details are set forth to provide a thorough understanding of the present disclosure. However, it is understood to those skilled in the art that certain embodiments of the present disclosure can be practiced without certain, specific details. In other instances, well known methods, procedures, components, and circuitry have not been described in detail to avoid unnecessarily obscuring aspects of the embodiments. Accordingly, the scope of the present disclosure is defined by the appended claims rather than the forgoing description of embodiments.


When any of the appended claims are read to cover a purely software and/or firmware implementation, at least one of the elements in at least one example is hereby expressly defined to include a tangible, non-transitory medium such as a memory, DVD, CD, Blu-ray, and so on, storing the software and/or firmware.

Claims
  • 1. A first playback device comprising: a network interface;at least one processor;at least one microphone;at least one non-transitory computer-readable medium; andprogram instructions stored on the at least one non-transitory computer-readable medium that are executable by the at least one processor such that the first playback device is configured to: play back first audio content in synchrony with a second playback device;detect, via the at least one microphone, a voice command;receive, via the network interface, a message indicating (i) second audio content that the first playback device is to play back as a response to the voice command and (ii) a duration of the second audio content that defines how long the first playback device will play back the second audio content;in response to receiving the message indicating (i) the second audio content and (ii) the duration of the second audio content, mix the first audio content with the second audio content such that the first playback device (i) plays back the first audio content in synchrony with the second playback device and (ii) simultaneously plays back the second audio content; andafter the duration of the second audio content, continue playing back the first audio content in synchrony with the second playback device.
  • 2. The first playback device of claim 1, wherein the program instructions that are executable by the at least one processor such that the first playback device is configured to play back the first audio content in synchrony with the second playback device comprise program instructions that are executable by the at least one processor such that the first playback device is configured to play back the first audio content in synchrony with the second playback device at a first volume, and wherein the first playback device further comprises program instructions stored on the at least one non-transitory computer-readable medium that are executable by the at least one processor such that the first playback device is configured to: while playing back the second audio content, cause the second playback device to play back the first audio content at a second volume.
  • 3. The first playback device of claim 2, wherein the program instructions that are executable by the at least one processor such that the first playback device is configured to, after the duration of the second audio content, continue playing back the first audio content in synchrony with the second playback device comprise program instructions that are executable by the at least one processor such that the first playback device is configured to cause the second playback device to play back the first audio content at the first volume.
  • 4. The first playback device of claim 2, wherein the second volume is lower than the first volume.
  • 5. The first playback device of claim 4, wherein the program instructions that are executable by the at least one processor such that the first playback device is configured to mix the first audio content with the second audio content such that the first playback device (i) plays back the first audio content in synchrony with the second playback device and (ii) simultaneously plays back the second audio content comprise program instructions that are executable by the at least one processor such that the first playback device is configured to play back the first audio content in synchrony with the second playback device at the second volume.
  • 6. The first playback device of claim 1, wherein the program instructions that are executable by the at least one processor such that the first playback device is configured to mix the first audio content with the second audio content such that the first playback device (i) plays back the first audio content in synchrony with the second playback device and (ii) simultaneously plays back the second audio content comprise program instructions that are executable by the at least one processor such that the first playback device is configured to mix the first audio content with the second audio content such that the first playback device (i) plays back the first audio content in synchrony with the second playback device at a first volume and (ii) simultaneously plays back the second audio content at a second volume, wherein the second volume is higher than the first volume.
  • 7. The first playback device of claim 6, wherein the program instructions that are executable by the at least one processor such that the first playback device is configured to, after the duration of the second audio content, continue playing back the first audio content in synchrony with the second playback device comprise program instructions that are executable by the at least one processor such that the first playback device is configured to play back the first audio content at the first volume.
  • 8. The first playback device of claim 1, wherein the first playback device and the second playback device are bonded playback devices.
  • 9. The first playback device of claim 1, wherein the first playback device is configured to play back a left channel of the first audio content, and wherein the second playback device is configured to play back a right channel of the first audio content.
  • 10. A non-transitory computer-readable medium, wherein the non-transitory computer-readable medium is provisioned with program instructions that, when executed by at least one processor, cause a first playback device to: play back first audio content in synchrony with a second playback device;detect, via at least one microphone of the first playback device, a voice command;receive, via a network interface, a message indicating (i) second audio content that the first playback device is to play back as a response to the voice command and (ii) a duration of the second audio content that defines how long the first playback device will play back the second audio content;in response to receiving the message indicating (i) the second audio content and (ii) the duration of the second audio content, mix the first audio content with the second audio content such that the first playback device (i) plays back the first audio content in synchrony with the second playback device and (ii) simultaneously plays back the second audio content; andafter the duration of the second audio content, continue playing back the first audio content in synchrony with the second playback device.
  • 11. The non-transitory computer-readable medium of claim 10, wherein the program instructions that, when executed by at least one processor, cause the first playback device to play back the first audio content in synchrony with the second playback device comprise program instructions that, when executed by at least one processor, cause the first playback device to play back the first audio content in synchrony with the second playback device at a first volume, and wherein the non-transitory computer-readable medium is also provisioned with program instructions that, when executed by at least one processor, cause the first playback device is configured to: while playing back the second audio content, cause the second playback device to play back the first audio content at a second volume.
  • 12. The non-transitory computer-readable medium of claim 11, wherein the program instructions that, when executed by at least one processor, cause the first playback device to, after the duration of the second audio content, continue playing back the first audio content in synchrony with the second playback device comprise program instructions that, when executed by at least one processor, cause the first playback device to cause the second playback device to play back the first audio content at the first volume.
  • 13. The non-transitory computer-readable medium of claim 11, wherein the second volume is lower than the first volume.
  • 14. The non-transitory computer-readable medium of claim 13, wherein the program instructions that, when executed by at least one processor, cause the first playback device to mix the first audio content with the second audio content such that the first playback device (i) plays back the first audio content in synchrony with the second playback device and (ii) simultaneously plays back the second audio content comprise program instructions that, when executed by at least one processor, cause the first playback device to play back the first audio content in synchrony with the second playback device at the second volume.
  • 15. The non-transitory computer-readable medium of claim 10, wherein the program instructions that, when executed by at least one processor, cause the first playback device to mix the first audio content with the second audio content such that the first playback device (i) plays back the first audio content in synchrony with the second playback device and (ii) simultaneously plays back the second audio content comprise program instructions that, when executed by at least one processor, cause the first playback device to mix the first audio content with the second audio content such that the first playback device (i) plays back the first audio content in synchrony with the second playback device at a first volume and (ii) simultaneously plays back the second audio content at a second volume, wherein the second volume is higher than the first volume.
  • 16. The non-transitory computer-readable medium of claim 15, wherein the program instructions that, when executed by at least one processor, cause the first playback device to, after the duration of the second audio content, continue playing back the first audio content in synchrony with the second playback device comprise program instructions that, when executed by at least one processor, cause the first playback device to play back the first audio content at the first volume.
  • 17. The non-transitory computer-readable medium of claim 10, wherein the first playback device is configured to play back a left channel of the first audio content, and wherein the second playback device is configured to play back a right channel of the first audio content.
  • 18. A method comprising: playing back, by a first playback device, first audio content in synchrony with a second playback device;detecting, by at least one microphone of the first playback device, a voice command;receiving, by the first playback device, a message indicating (i) second audio content that the first playback device is to play back as a response to the voice command and (ii) a duration of the second audio content that defines how long the first playback device will play back the second audio content;in response to receiving the message indicating (i) the second audio content and (ii) the duration of the second audio content, mixing the first audio content with the second audio content such that the first playback device (i) plays back the first audio content in synchrony with the second playback device and (ii) simultaneously plays back the second audio content; andafter the duration of the second audio content, continuing to play back the first audio content in synchrony with the second playback device.
  • 19. The method of claim 18, wherein playing back, by the first playback device, the first audio content in synchrony with the second playback device comprises playing back, by the first playback device, the first audio content in synchrony with the second playback device at a first volume, and wherein the method further comprises: while playing back the second audio content, causing, by the first playback device, the second playback device to play back the first audio content at a second volume.
  • 20. The method of claim 19, wherein continuing to play back the first audio content in synchrony with the second playback device comprises causing, by the first playback device, the second playback device to play back the first audio content at the first volume.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims the benefit of priority under 35 U.S.C. § 120, and is a continuation of, U.S. patent application Ser. No. 15/098,760 filed on Apr. 14, 2016 and entitled “CONTENT MIXING,” the contents of which are herein incorporated by reference in their entirety. This application claims the benefit of priority under 35 USC § 119(e) to U.S. Provisional Application Ser. No. 62/298,410 filed on Feb. 22, 2016 and entitled “DEFAULT PLAYBACK DEVICE(S)”, U.S. Provisional Application Ser. No. 62/298,418 filed on Feb. 22, 2016 and entitled “AUDIO RESPONSE PLAYBACK”, U.S. Provisional Application Ser. No. 62/298,433 filed on Feb. 22, 2016 and entitled “ROOM-CORRECTED VOICE DETECTION”, U.S. Provisional Application Ser. No. 62/298,439 filed on Feb. 22, 2016 and entitled “CONTENT MIXING”, U.S. Provisional Application Ser. No. 62/298,425 filed on Feb. 22, 2016 and entitled “MUSIC SERVICE SELECTION”, U.S. Provisional Application Ser. No. 62/298,350 filed on Feb. 22, 2016 and entitled “METADATA EXCHANGE INVOLVING A NETWORKED PLAYBACK SYSTEM AND A NETWORKED MICROPHONE SYSTEM”, U.S. Provisional Application Ser. No. 62/298,388 filed on Feb. 22, 2016 and entitled “HANDLING OF LOSS OF PAIRING BETWEEN NETWORKED DEVICES”, U.S. Provisional Application Ser. No. 62/298,393 filed on Feb. 22, 2016 and entitled “ACTION BASED ON USER ID”, U.S. Provisional Application Ser. No. 62/312,350 filed on Mar. 23, 2016 and entitled “VOICE CONTROL OF A MEDIA PLAYBACK SYSTEM”, the contents each of which are herein incorporated by reference in their entireties.

US Referenced Citations (1309)
Number Name Date Kind
999715 Gundersen Aug 1911 A
4741038 Elko et al. Apr 1988 A
4941187 Slater Jul 1990 A
4974213 Siwecki Nov 1990 A
5036538 Oken et al. Jul 1991 A
5440644 Farinelli et al. Aug 1995 A
5588065 Tanaka et al. Dec 1996 A
5717768 Laroche Feb 1998 A
5740260 Odom Apr 1998 A
5761320 Farinelli et al. Jun 1998 A
5857172 Rozak Jan 1999 A
5923902 Inagaki Jul 1999 A
5949414 Namikata et al. Sep 1999 A
6032202 Lea et al. Feb 2000 A
6070140 Tran May 2000 A
6088459 Hobelsberger Jul 2000 A
6219645 Byers Apr 2001 B1
6256554 Dilorenzo Jul 2001 B1
6301603 Maher et al. Oct 2001 B1
6311157 Strong Oct 2001 B1
6366886 Dragosh et al. Apr 2002 B1
6404811 Cvetko et al. Jun 2002 B1
6408078 Hobelsberger Jun 2002 B1
6469633 Wachter et al. Oct 2002 B1
6522886 Youngs et al. Feb 2003 B1
6594347 Calder et al. Jul 2003 B1
6594630 Zlokarnik et al. Jul 2003 B1
6611537 Edens et al. Aug 2003 B1
6611604 Irby et al. Aug 2003 B1
6631410 Kowalski et al. Oct 2003 B1
6757517 Chang Jun 2004 B2
6778869 Champion Aug 2004 B2
6937977 Gerson Aug 2005 B2
7099821 Visser et al. Aug 2006 B2
7103542 Doyle Sep 2006 B2
7130608 Hollstrom et al. Oct 2006 B2
7130616 Janik Oct 2006 B2
7143939 Henzerling Dec 2006 B2
7174299 Fujii et al. Feb 2007 B2
7228275 Endo et al. Jun 2007 B1
7236773 Thomas Jun 2007 B2
7295548 Blank et al. Nov 2007 B2
7356471 Ito et al. Apr 2008 B2
7383297 Atsmon et al. Jun 2008 B1
7391791 Balassanian et al. Jun 2008 B2
7483538 McCarty et al. Jan 2009 B2
7516068 Clark Apr 2009 B1
7571014 Lambourne et al. Aug 2009 B1
7577757 Carter et al. Aug 2009 B2
7630501 Blank et al. Dec 2009 B2
7643894 Braithwaite et al. Jan 2010 B2
7657910 McAulay et al. Feb 2010 B1
7661107 Van Dyke et al. Feb 2010 B1
7702508 Bennett Apr 2010 B2
7705565 Patino et al. Apr 2010 B2
7792311 Holmgren et al. Sep 2010 B1
7853341 McCarty et al. Dec 2010 B2
7961892 Fedigan Jun 2011 B2
7987294 Bryce et al. Jul 2011 B2
8014423 Thaler et al. Sep 2011 B2
8019076 Lambert Sep 2011 B1
8032383 Bhardwaj et al. Oct 2011 B1
8041565 Bhardwaj et al. Oct 2011 B1
8045952 Qureshey et al. Oct 2011 B2
8073125 Zhang et al. Dec 2011 B2
8073681 Baldwin et al. Dec 2011 B2
8085947 Haulick et al. Dec 2011 B2
8103009 McCarty et al. Jan 2012 B2
8136040 Fleming Mar 2012 B2
8165867 Fish Apr 2012 B1
8233632 MacDonald et al. Jul 2012 B1
8234395 Millington Jul 2012 B2
8239206 Lebeau et al. Aug 2012 B1
8255224 Singleton et al. Aug 2012 B2
8284982 Bailey Oct 2012 B2
8290603 Lambourne Oct 2012 B1
8325909 Tashev et al. Dec 2012 B2
8340975 Rosenberger Dec 2012 B1
8364481 Strope et al. Jan 2013 B2
8385557 Tashev et al. Feb 2013 B2
8386261 Mellott et al. Feb 2013 B2
8386523 Mody et al. Feb 2013 B2
8423893 Ramsay et al. Apr 2013 B2
8428758 Naik et al. Apr 2013 B2
8453058 Coccaro et al. May 2013 B1
8473618 Spear et al. Jun 2013 B2
8483853 Lambourne Jul 2013 B1
8484025 Moreno et al. Jul 2013 B1
8489398 Gruenstein Jul 2013 B1
8588849 Patterson et al. Nov 2013 B2
8594320 Faller Nov 2013 B2
8600443 Kawaguchi et al. Dec 2013 B2
8620232 Helsloot Dec 2013 B2
8639214 Fujisaki Jan 2014 B1
8676273 Fujisaki Mar 2014 B1
8710970 Oelrich et al. Apr 2014 B2
8719039 Sharifi May 2014 B1
8738925 Park et al. May 2014 B1
8762156 Chen Jun 2014 B2
8768712 Sharifi Jul 2014 B1
8775191 Sharifi et al. Jul 2014 B1
8798995 Edara Aug 2014 B1
8831761 Kemp et al. Sep 2014 B2
8831957 Taubman et al. Sep 2014 B2
8848879 Coughlan et al. Sep 2014 B1
8861756 Zhu et al. Oct 2014 B2
8874448 Kauffmann et al. Oct 2014 B1
8898063 Sykes et al. Nov 2014 B1
8938394 Faaborg et al. Jan 2015 B1
8942252 Balassanian et al. Jan 2015 B2
8983383 Haskin Mar 2015 B1
8983844 Thomas et al. Mar 2015 B1
9002024 Nakadai et al. Apr 2015 B2
9015049 Baldwin et al. Apr 2015 B2
9042556 Kallai et al. May 2015 B2
9047857 Barton Jun 2015 B1
9060224 List Jun 2015 B1
9070367 Hoffmeister et al. Jun 2015 B1
9088336 Mani et al. Jul 2015 B2
9094539 Noble Jul 2015 B1
9098467 Blanksteen et al. Aug 2015 B1
9124650 Maharajh et al. Sep 2015 B2
9124711 Park et al. Sep 2015 B2
9148742 Koulomzin et al. Sep 2015 B1
9183845 Gopalakrishnan et al. Nov 2015 B1
9190043 Krisch et al. Nov 2015 B2
9208785 Ben-David et al. Dec 2015 B2
9215545 Dublin et al. Dec 2015 B2
9245527 Lindahl Jan 2016 B2
9251793 Lebeau et al. Feb 2016 B2
9253572 Beddingfield, Sr. et al. Feb 2016 B2
9262612 Cheyer Feb 2016 B2
9263042 Sharifi Feb 2016 B1
9275637 Salvador et al. Mar 2016 B1
9288597 Carlsson et al. Mar 2016 B2
9300266 Grokop Mar 2016 B2
9304736 Whiteley et al. Apr 2016 B1
9307321 Unruh Apr 2016 B1
9313317 Lebeau et al. Apr 2016 B1
9318107 Sharifi Apr 2016 B1
9319816 Narayanan Apr 2016 B1
9324322 Torok et al. Apr 2016 B1
9335819 Jaeger et al. May 2016 B1
9354687 Bansal et al. May 2016 B2
9361878 Boukadakis Jun 2016 B2
9361885 Ganong, III et al. Jun 2016 B2
9368105 Freed et al. Jun 2016 B1
9373329 Strope et al. Jun 2016 B2
9374634 Macours Jun 2016 B2
9386154 Baciu et al. Jul 2016 B2
9390708 Hoffmeister Jul 2016 B1
9401058 De La Fuente et al. Jul 2016 B2
9412392 Lindahl et al. Aug 2016 B2
9426567 Lee et al. Aug 2016 B2
9431021 Scalise et al. Aug 2016 B1
9443516 Katuri et al. Sep 2016 B2
9443527 Watanabe et al. Sep 2016 B1
9472201 Sleator Oct 2016 B1
9472203 Ayrapetian et al. Oct 2016 B1
9484030 Meaney et al. Nov 2016 B1
9489948 Chu et al. Nov 2016 B1
9491033 Soyannwo et al. Nov 2016 B1
9494683 Sadek Nov 2016 B1
9509269 Rosenberg Nov 2016 B1
9510101 Polleros Nov 2016 B1
9514476 Kay et al. Dec 2016 B2
9514747 Bisani et al. Dec 2016 B1
9514752 Sharifi Dec 2016 B2
9516081 Tebbs et al. Dec 2016 B2
9532139 Lu et al. Dec 2016 B1
9536541 Chen et al. Jan 2017 B2
9542941 Weksler et al. Jan 2017 B1
9548053 Basye et al. Jan 2017 B1
9548066 Jain et al. Jan 2017 B2
9552816 Vanlund et al. Jan 2017 B2
9554210 Ayrapetian et al. Jan 2017 B1
9558755 Laroche et al. Jan 2017 B1
9560441 McDonough, Jr. et al. Jan 2017 B1
9576591 Kim et al. Feb 2017 B2
9601116 Casado et al. Mar 2017 B2
9615170 Kirsch et al. Apr 2017 B2
9615171 O'Neill et al. Apr 2017 B1
9626695 Balasubramanian et al. Apr 2017 B2
9632748 Faaborg et al. Apr 2017 B2
9633186 Ingrassia, Jr. et al. Apr 2017 B2
9633368 Greenzeiger et al. Apr 2017 B2
9633660 Haughay et al. Apr 2017 B2
9633661 Typrin et al. Apr 2017 B1
9633671 Giacobello et al. Apr 2017 B2
9633674 Sinha et al. Apr 2017 B2
9640179 Hart et al. May 2017 B1
9640183 Jung et al. May 2017 B2
9640194 Nemala et al. May 2017 B1
9641919 Poole et al. May 2017 B1
9646614 Bellegarda et al. May 2017 B2
9648564 Cui et al. May 2017 B1
9653060 Hilmes et al. May 2017 B1
9653075 Chen et al. May 2017 B1
9659555 Hilmes et al. May 2017 B1
9672812 Watanabe et al. Jun 2017 B1
9672821 Krishnaswamy et al. Jun 2017 B2
9674587 Triplett et al. Jun 2017 B2
9685171 Yang Jun 2017 B1
9691378 Meyers et al. Jun 2017 B1
9691379 Mathias et al. Jun 2017 B1
9691384 Wang et al. Jun 2017 B1
9697826 Sainath et al. Jul 2017 B2
9697828 Prasad et al. Jul 2017 B1
9698999 Mutagi et al. Jul 2017 B2
9704478 Vitaladevuni et al. Jul 2017 B1
9706320 Starobin et al. Jul 2017 B2
9721566 Newendorp et al. Aug 2017 B2
9721568 Polansky et al. Aug 2017 B1
9721570 Beal et al. Aug 2017 B1
9728188 Rosen et al. Aug 2017 B1
9734822 Sundaram et al. Aug 2017 B1
9736578 Iyengar et al. Aug 2017 B2
9743204 Welch et al. Aug 2017 B1
9743207 Hartung Aug 2017 B1
9747011 Lewis et al. Aug 2017 B2
9747899 Pogue et al. Aug 2017 B2
9747920 Ayrapetian et al. Aug 2017 B2
9747926 Sharifi et al. Aug 2017 B2
9749738 Adsumilli et al. Aug 2017 B1
9749760 Lambourne Aug 2017 B2
9754605 Chhetri Sep 2017 B1
9756422 Paquier et al. Sep 2017 B2
9762967 Clarke et al. Sep 2017 B2
9767786 Starobin et al. Sep 2017 B2
9769420 Moses Sep 2017 B1
9779725 Sun et al. Oct 2017 B2
9779732 Lee et al. Oct 2017 B2
9779734 Lee Oct 2017 B2
9779735 Civelli et al. Oct 2017 B2
9781532 Sheen Oct 2017 B2
9799330 Nemala et al. Oct 2017 B2
9805733 Park Oct 2017 B2
9811314 Plagge et al. Nov 2017 B2
9812128 Mixter et al. Nov 2017 B2
9813810 Nongpiur Nov 2017 B1
9813812 Berthelsen et al. Nov 2017 B2
9818407 Secker-Walker et al. Nov 2017 B1
9820036 Tritschler et al. Nov 2017 B1
9820039 Lang Nov 2017 B2
9826306 Lang Nov 2017 B2
9865259 Typrin et al. Jan 2018 B1
9865264 Gelfenbeyn et al. Jan 2018 B2
9875740 Kumar et al. Jan 2018 B1
9881616 Beckley et al. Jan 2018 B2
9898250 Williams et al. Feb 2018 B1
9899021 Vitaladevuni et al. Feb 2018 B1
9900723 Choisel et al. Feb 2018 B1
9916839 Scalise et al. Mar 2018 B1
9947316 Millington et al. Apr 2018 B2
9947333 David Apr 2018 B1
9972318 Kelly et al. May 2018 B1
9972343 Thorson et al. May 2018 B1
9973849 Zhang et al. May 2018 B1
9979560 Kim et al. May 2018 B2
9992642 Rapp et al. Jun 2018 B1
9997151 Ayrapetian et al. Jun 2018 B1
10013381 Mayman et al. Jul 2018 B2
10013995 Lashkari et al. Jul 2018 B1
10025447 Dixit et al. Jul 2018 B1
10026401 Mutagi et al. Jul 2018 B1
10028069 Lang Jul 2018 B1
10038419 Elliot et al. Jul 2018 B1
10048930 Vega et al. Aug 2018 B1
10049675 Haughay Aug 2018 B2
10051366 Buoni et al. Aug 2018 B1
10051600 Zhong et al. Aug 2018 B1
10057698 Drinkwater et al. Aug 2018 B2
RE47049 Zhu et al. Sep 2018 E
10068573 Aykac et al. Sep 2018 B1
10074369 Devaraj et al. Sep 2018 B2
10074371 Wang et al. Sep 2018 B1
10079015 Lockhart et al. Sep 2018 B1
10089981 Elangovan et al. Oct 2018 B1
10108393 Millington et al. Oct 2018 B2
10115400 Wilberding Oct 2018 B2
10116748 Farmer et al. Oct 2018 B2
10127908 Deller et al. Nov 2018 B1
10127911 Kim et al. Nov 2018 B2
10134388 Lilly Nov 2018 B1
10134398 Sharifi Nov 2018 B2
10134399 Lang et al. Nov 2018 B2
10136204 Poole et al. Nov 2018 B1
10152969 Reilly et al. Dec 2018 B2
10157042 Jayakumar et al. Dec 2018 B1
10181323 Beckhardt et al. Jan 2019 B2
10186265 Lockhart et al. Jan 2019 B1
10186266 Devaraj et al. Jan 2019 B1
10186276 Dewasurendra et al. Jan 2019 B2
10192546 Piersol et al. Jan 2019 B1
10204624 Knudson et al. Feb 2019 B1
10224056 Torok et al. Mar 2019 B1
10225651 Lang Mar 2019 B2
10229680 Gillespie et al. Mar 2019 B1
10241754 Kadarundalagi Raghuram Doss et al. Mar 2019 B1
10248376 Keyser-Allen et al. Apr 2019 B2
10249205 Hammersley et al. Apr 2019 B2
10276161 Hughes et al. Apr 2019 B2
10297256 Reilly et al. May 2019 B2
10304440 Panchapagesan et al. May 2019 B1
10304475 Wang et al. May 2019 B1
10318236 Pal et al. Jun 2019 B1
10332508 Hoffmeister Jun 2019 B1
10339917 Aleksic et al. Jul 2019 B2
10339957 Chenier et al. Jul 2019 B1
10346122 Morgan Jul 2019 B1
10354650 Gruenstein et al. Jul 2019 B2
10354658 Wilberding Jul 2019 B2
10365887 Mulherkar Jul 2019 B1
10365889 Plagge et al. Jul 2019 B2
10366688 Gunn et al. Jul 2019 B2
10366699 Dharia et al. Jul 2019 B1
10374816 Leblang et al. Aug 2019 B1
10381001 Gunn et al. Aug 2019 B2
10381002 Gunn et al. Aug 2019 B2
10381003 Wakisaka et al. Aug 2019 B2
10388272 Thomson et al. Aug 2019 B1
10424296 Penilla et al. Sep 2019 B2
10433058 Torgerson et al. Oct 2019 B1
10445057 Vega et al. Oct 2019 B2
10445365 Luke et al. Oct 2019 B2
10469966 Lambourne Nov 2019 B2
10499146 Lang et al. Dec 2019 B2
10510340 Fu et al. Dec 2019 B1
10511904 Buoni et al. Dec 2019 B2
10515625 Metallinou et al. Dec 2019 B1
10522146 Tushinskiy Dec 2019 B1
10546583 White et al. Jan 2020 B2
10565999 Wilberding Jan 2020 B2
10565998 Wilberding Feb 2020 B2
10567515 Bao Feb 2020 B1
10573312 Thomson et al. Feb 2020 B1
10573321 Smith et al. Feb 2020 B1
10580405 Wang et al. Mar 2020 B1
10586534 Argyropoulos et al. Mar 2020 B1
10586540 Smith et al. Mar 2020 B1
10593328 Wang et al. Mar 2020 B1
10593330 Sharifi Mar 2020 B2
10599287 Kumar et al. Mar 2020 B2
10600406 Shapiro et al. Mar 2020 B1
10602268 Soto Mar 2020 B1
10614807 Beckhardt et al. Apr 2020 B2
10621981 Sereshki Apr 2020 B2
10622009 Zhang et al. Apr 2020 B1
10623811 Cwik Apr 2020 B1
10624612 Sumi et al. Apr 2020 B2
10643609 Pogue et al. May 2020 B1
10645130 Corbin et al. May 2020 B2
10672383 Thomson et al. Jun 2020 B1
10679625 Lockhart et al. Jun 2020 B1
10681460 Woo et al. Jun 2020 B2
10685669 Lan et al. Jun 2020 B1
10694608 Baker et al. Jun 2020 B2
10699711 Reilly Jun 2020 B2
10706843 Elangovan et al. Jul 2020 B1
10712997 Wilberding et al. Jul 2020 B2
10720173 Freeman et al. Jul 2020 B2
10728196 Wang Jul 2020 B2
10735870 Ballande et al. Aug 2020 B2
10740065 Jarvis et al. Aug 2020 B2
10746840 Barton et al. Aug 2020 B1
10748531 Kim Aug 2020 B2
10762896 Yavagal et al. Sep 2020 B1
10777189 Fu et al. Sep 2020 B1
10777203 Pasko Sep 2020 B1
10789041 Kim et al. Sep 2020 B2
10797667 Fish et al. Oct 2020 B2
10824682 Alvares et al. Nov 2020 B2
10825471 Walley et al. Nov 2020 B2
10837667 Nelson et al. Nov 2020 B2
10847137 Mandal et al. Nov 2020 B1
10847143 Millington et al. Nov 2020 B2
10847149 Mok et al. Nov 2020 B1
10847164 Wilberding Nov 2020 B2
10848885 Lambourne Nov 2020 B2
RE48371 Zhu et al. Dec 2020 E
10867596 Yoneda et al. Dec 2020 B2
10867604 Smith et al. Dec 2020 B2
10871943 D'Amato Dec 2020 B1
10878811 Smith et al. Dec 2020 B2
10878826 Li et al. Dec 2020 B2
10885091 Meng et al. Jan 2021 B1
10897679 Lambourne Jan 2021 B2
10911596 Do et al. Feb 2021 B1
10943598 Singh et al. Mar 2021 B2
10964314 Jazi et al. Mar 2021 B2
10971158 Patangay et al. Apr 2021 B1
11024311 Mixter et al. Jun 2021 B2
11025569 Lind et al. Jun 2021 B2
11050615 Mathews et al. Jun 2021 B2
11062705 Watanabe et al. Jul 2021 B2
11100923 Fainberg et al. Aug 2021 B2
11127405 Antos et al. Sep 2021 B1
11137979 Plagge Oct 2021 B2
11138969 D'Amato Oct 2021 B2
11159878 Chatlani et al. Oct 2021 B1
11172328 Soto et al. Nov 2021 B2
11172329 Soto et al. Nov 2021 B2
11175880 Liu et al. Nov 2021 B2
11184704 Jarvis et al. Nov 2021 B2
11184969 Lang Nov 2021 B2
11189284 Maeng Nov 2021 B2
11206052 Park et al. Dec 2021 B1
11212612 Lang et al. Dec 2021 B2
11264019 Bhattacharya et al. Mar 2022 B2
11277512 Leeds et al. Mar 2022 B1
11315556 Smith et al. Apr 2022 B2
11354092 D'Amato Jun 2022 B2
11361763 Maas et al. Jun 2022 B1
11373645 Mathew et al. Jun 2022 B1
11411763 MacKay et al. Aug 2022 B2
11445301 Park et al. Sep 2022 B2
11475899 Lesso Oct 2022 B2
11514898 Millington Nov 2022 B2
11531520 Wilberding Nov 2022 B2
11580969 Han et al. Feb 2023 B2
11646023 Smith May 2023 B2
11664023 Reilly May 2023 B2
11694689 Smith Jul 2023 B2
11709653 Shin Jul 2023 B1
11714600 D'Amato Aug 2023 B2
11727936 Smith Aug 2023 B2
11790937 Smith et al. Oct 2023 B2
11817076 Sereshki et al. Nov 2023 B2
20010003173 Lim Jun 2001 A1
20010042107 Palm Nov 2001 A1
20020022453 Balog et al. Feb 2002 A1
20020026442 Lipscomb et al. Feb 2002 A1
20020034280 Infosino Mar 2002 A1
20020046023 Fujii et al. Apr 2002 A1
20020054685 Avendano et al. May 2002 A1
20020055950 Witteman May 2002 A1
20020072816 Shdema et al. Jun 2002 A1
20020116196 Tran Aug 2002 A1
20020124097 Isely et al. Sep 2002 A1
20020143532 McLean et al. Oct 2002 A1
20030015354 Edwards et al. Jan 2003 A1
20030038848 Lee et al. Feb 2003 A1
20030040908 Yang et al. Feb 2003 A1
20030070182 Pierre et al. Apr 2003 A1
20030070869 Hlibowicki Apr 2003 A1
20030072462 Hlibowicki Apr 2003 A1
20030095672 Hobelsberger May 2003 A1
20030097482 DeHart et al. May 2003 A1
20030130850 Badt et al. Jul 2003 A1
20030157951 Hasty Aug 2003 A1
20030235244 Pessoa et al. Dec 2003 A1
20040024478 Hans et al. Feb 2004 A1
20040093219 Shin et al. May 2004 A1
20040105566 Matsunaga et al. Jun 2004 A1
20040127241 Shostak Jul 2004 A1
20040128135 Anastasakos et al. Jul 2004 A1
20040153321 Chung et al. Aug 2004 A1
20040161082 Brown et al. Aug 2004 A1
20040234088 McCarty et al. Nov 2004 A1
20050031131 Browning et al. Feb 2005 A1
20050031132 Browning et al. Feb 2005 A1
20050031133 Browning et al. Feb 2005 A1
20050031134 Leske Feb 2005 A1
20050031137 Browning et al. Feb 2005 A1
20050031138 Browning et al. Feb 2005 A1
20050031139 Browning et al. Feb 2005 A1
20050031140 Browning Feb 2005 A1
20050033582 Gadd et al. Feb 2005 A1
20050047606 Lee et al. Mar 2005 A1
20050077843 Benditt Apr 2005 A1
20050164664 DiFonzo et al. Jul 2005 A1
20050195988 Tashev et al. Sep 2005 A1
20050201254 Looney et al. Sep 2005 A1
20050207584 Bright Sep 2005 A1
20050235334 Togashi et al. Oct 2005 A1
20050254662 Blank et al. Nov 2005 A1
20050268234 Rossi, Jr. et al. Dec 2005 A1
20050283330 Laraia et al. Dec 2005 A1
20050283475 Beranek et al. Dec 2005 A1
20060004834 Pyhalammi et al. Jan 2006 A1
20060023945 King et al. Feb 2006 A1
20060041431 Maes Feb 2006 A1
20060093128 Oxford May 2006 A1
20060104451 Browning et al. May 2006 A1
20060104454 Guitarte Perez et al. May 2006 A1
20060147058 Wang Jul 2006 A1
20060190269 Tessel et al. Aug 2006 A1
20060190968 Jung et al. Aug 2006 A1
20060247913 Huerta et al. Nov 2006 A1
20060262943 Oxford Nov 2006 A1
20070018844 Sutardja Jan 2007 A1
20070019815 Asada et al. Jan 2007 A1
20070033043 Hyakumoto Feb 2007 A1
20070038461 Abbott et al. Feb 2007 A1
20070038999 Millington Feb 2007 A1
20070060054 Romesburg Mar 2007 A1
20070071206 Gainsboro et al. Mar 2007 A1
20070071255 Schobben Mar 2007 A1
20070076131 Li et al. Apr 2007 A1
20070076906 Takagi et al. Apr 2007 A1
20070140058 McIntosh et al. Jun 2007 A1
20070140521 Mitobe et al. Jun 2007 A1
20070142944 Goldberg et al. Jun 2007 A1
20070147651 Mitobe et al. Jun 2007 A1
20070201639 Park et al. Aug 2007 A1
20070254604 Kim Nov 2007 A1
20070286426 Xiang Dec 2007 A1
20080008333 Nishikawa et al. Jan 2008 A1
20080031466 Buck et al. Feb 2008 A1
20080037814 Shau Feb 2008 A1
20080090537 Sutardja Apr 2008 A1
20080090617 Sutardja Apr 2008 A1
20080144858 Khawand Jun 2008 A1
20080146289 Korneluk et al. Jun 2008 A1
20080160977 Ahmaniemi et al. Jul 2008 A1
20080182518 Lo Jul 2008 A1
20080192946 Faller Aug 2008 A1
20080207115 Lee et al. Aug 2008 A1
20080208594 Cross et al. Aug 2008 A1
20080221897 Cerra et al. Sep 2008 A1
20080247530 Barton et al. Oct 2008 A1
20080248797 Freeman et al. Oct 2008 A1
20080291896 Tuubel et al. Nov 2008 A1
20080291916 Xiong et al. Nov 2008 A1
20080301729 Broos et al. Dec 2008 A1
20090003620 McKillop et al. Jan 2009 A1
20090005893 Sugii et al. Jan 2009 A1
20090010445 Matsuo Jan 2009 A1
20090013255 Yuschik et al. Jan 2009 A1
20090018828 Nakadai et al. Jan 2009 A1
20090043206 Towfiq et al. Feb 2009 A1
20090046866 Feng et al. Feb 2009 A1
20090052688 Ishibashi et al. Feb 2009 A1
20090076821 Brenner et al. Mar 2009 A1
20090113053 Van Wie et al. Apr 2009 A1
20090153289 Hope et al. Jun 2009 A1
20090191854 Beason Jul 2009 A1
20090197524 Haff et al. Aug 2009 A1
20090214048 Stokes, III et al. Aug 2009 A1
20090220107 Every et al. Sep 2009 A1
20090228919 Zott et al. Sep 2009 A1
20090238377 Ramakrishnan et al. Sep 2009 A1
20090238386 Usher et al. Sep 2009 A1
20090248397 Garcia et al. Oct 2009 A1
20090249222 Schmidt et al. Oct 2009 A1
20090264072 Dai Oct 2009 A1
20090299745 Kennewick et al. Dec 2009 A1
20090323907 Gupta et al. Dec 2009 A1
20090323924 Tashev et al. Dec 2009 A1
20090326949 Douthitt et al. Dec 2009 A1
20100014690 Wolff et al. Jan 2010 A1
20100023638 Bowman Jan 2010 A1
20100035593 Franco et al. Feb 2010 A1
20100041443 Yokota Feb 2010 A1
20100070276 Wasserblat et al. Mar 2010 A1
20100070922 DeMaio et al. Mar 2010 A1
20100075723 Min et al. Mar 2010 A1
20100088100 Lindahl Apr 2010 A1
20100092004 Kuze Apr 2010 A1
20100161335 Whynot Jun 2010 A1
20100172516 Lastrucci Jul 2010 A1
20100178873 Lee et al. Jul 2010 A1
20100179806 Zhang et al. Jul 2010 A1
20100179874 Higgins et al. Jul 2010 A1
20100185448 Meisel Jul 2010 A1
20100211199 Naik et al. Aug 2010 A1
20100260348 Bhow et al. Oct 2010 A1
20100278351 Fozunbal et al. Nov 2010 A1
20100299639 Ramsay et al. Nov 2010 A1
20100329472 Nakadai et al. Dec 2010 A1
20100332236 Tan Dec 2010 A1
20110019833 Kuech et al. Jan 2011 A1
20110033059 Bhaskar et al. Feb 2011 A1
20110035580 Wang et al. Feb 2011 A1
20110044461 Kuech et al. Feb 2011 A1
20110044489 Saiki et al. Feb 2011 A1
20110046952 Koshinaka Feb 2011 A1
20110066634 Phillips et al. Mar 2011 A1
20110091055 Leblanc Apr 2011 A1
20110103615 Sun May 2011 A1
20110131032 Yang et al. Jun 2011 A1
20110145581 Malhotra et al. Jun 2011 A1
20110170707 Yamada et al. Jul 2011 A1
20110176687 Birkenes Jul 2011 A1
20110182436 Murgia et al. Jul 2011 A1
20110202924 Banguero et al. Aug 2011 A1
20110218656 Bishop et al. Sep 2011 A1
20110267985 Wilkinson et al. Nov 2011 A1
20110276333 Wang et al. Nov 2011 A1
20110280422 Neumeyer et al. Nov 2011 A1
20110285808 Feng et al. Nov 2011 A1
20110289506 Trivi et al. Nov 2011 A1
20110299706 Sakai Dec 2011 A1
20120009906 Patterson et al. Jan 2012 A1
20120020485 Visser et al. Jan 2012 A1
20120020486 Fried et al. Jan 2012 A1
20120022863 Cho et al. Jan 2012 A1
20120022864 Leman et al. Jan 2012 A1
20120027218 Every et al. Feb 2012 A1
20120076308 Kuech et al. Mar 2012 A1
20120078635 Rothkopf et al. Mar 2012 A1
20120086568 Scott et al. Apr 2012 A1
20120123268 Tanaka et al. May 2012 A1
20120128160 Kim et al. May 2012 A1
20120131125 Seidel et al. May 2012 A1
20120148075 Goh et al. Jun 2012 A1
20120162540 Ouchi et al. Jun 2012 A1
20120163603 Abe et al. Jun 2012 A1
20120177215 Bose et al. Jul 2012 A1
20120183149 Hiroe Jul 2012 A1
20120224457 Kim et al. Sep 2012 A1
20120224715 Kikkeri Sep 2012 A1
20120237047 Neal et al. Sep 2012 A1
20120245941 Cheyer Sep 2012 A1
20120265528 Gruber et al. Oct 2012 A1
20120288100 Cho Nov 2012 A1
20120297284 Matthews, III et al. Nov 2012 A1
20120308044 Vander Mey et al. Dec 2012 A1
20120308046 Muza Dec 2012 A1
20130006453 Wang et al. Jan 2013 A1
20130024018 Chang et al. Jan 2013 A1
20130034241 Pandey et al. Feb 2013 A1
20130039527 Jensen et al. Feb 2013 A1
20130051755 Brown et al. Feb 2013 A1
20130058492 Silzle et al. Mar 2013 A1
20130066453 Seefeldt Mar 2013 A1
20130073293 Jang et al. Mar 2013 A1
20130080146 Kato et al. Mar 2013 A1
20130080167 Mozer Mar 2013 A1
20130080171 Mozer et al. Mar 2013 A1
20130124211 McDonough May 2013 A1
20130129100 Sorensen May 2013 A1
20130148821 Sorensen Jun 2013 A1
20130170647 Reilly et al. Jul 2013 A1
20130179173 Lee et al. Jul 2013 A1
20130183944 Mozer et al. Jul 2013 A1
20130185639 Lim Jul 2013 A1
20130191119 Sugiyama Jul 2013 A1
20130191122 Mason Jul 2013 A1
20130198298 Li et al. Aug 2013 A1
20130211826 Mannby Aug 2013 A1
20130216056 Thyssen Aug 2013 A1
20130230184 Kuech et al. Sep 2013 A1
20130238326 Kim et al. Sep 2013 A1
20130262101 Srinivasan Oct 2013 A1
20130283169 Van Wie Oct 2013 A1
20130289994 Newman et al. Oct 2013 A1
20130294611 Yoo et al. Nov 2013 A1
20130301840 Yemdji et al. Nov 2013 A1
20130315420 You Nov 2013 A1
20130317635 Bates Nov 2013 A1
20130322462 Poulsen Dec 2013 A1
20130322634 Bennett et al. Dec 2013 A1
20130322665 Bennett et al. Dec 2013 A1
20130324031 Loureiro Dec 2013 A1
20130329896 Krishnaswamy et al. Dec 2013 A1
20130331970 Beckhardt et al. Dec 2013 A1
20130332165 Beckley et al. Dec 2013 A1
20130336499 Beckhardt et al. Dec 2013 A1
20130339028 Rosner et al. Dec 2013 A1
20130343567 Triplett et al. Dec 2013 A1
20140003611 Mohammad et al. Jan 2014 A1
20140003625 Sheen et al. Jan 2014 A1
20140003635 Mohammad et al. Jan 2014 A1
20140005813 Reimann Jan 2014 A1
20140006026 Lamb et al. Jan 2014 A1
20140006825 Shenhav Jan 2014 A1
20140019743 DeLuca Jan 2014 A1
20140034929 Hamada et al. Feb 2014 A1
20140046464 Reimann Feb 2014 A1
20140056435 Kjems et al. Feb 2014 A1
20140064476 Mani et al. Mar 2014 A1
20140064501 Olsen et al. Mar 2014 A1
20140073298 Rossmann Mar 2014 A1
20140075306 Rega Mar 2014 A1
20140075311 Boettcher et al. Mar 2014 A1
20140094151 Klappert et al. Apr 2014 A1
20140100854 Chen et al. Apr 2014 A1
20140108010 Maltseff et al. Apr 2014 A1
20140109138 Cannistraro et al. Apr 2014 A1
20140122075 Bak et al. May 2014 A1
20140122092 Goldstein May 2014 A1
20140126745 Dickins et al. May 2014 A1
20140136195 Abdossalami et al. May 2014 A1
20140145168 Ohsawa et al. May 2014 A1
20140146983 Kim et al. May 2014 A1
20140149118 Lee et al. May 2014 A1
20140159581 Pruemmer et al. Jun 2014 A1
20140161263 Koishida et al. Jun 2014 A1
20140163978 Basye et al. Jun 2014 A1
20140164400 Kruglick Jun 2014 A1
20140167929 Shim et al. Jun 2014 A1
20140167931 Lee et al. Jun 2014 A1
20140168344 Shoemake et al. Jun 2014 A1
20140172899 Hakkani-Tur et al. Jun 2014 A1
20140172953 Blanksteen Jun 2014 A1
20140181199 Kumar et al. Jun 2014 A1
20140181271 Millington Jun 2014 A1
20140188476 Li et al. Jul 2014 A1
20140192986 Lee et al. Jul 2014 A1
20140195252 Gruber et al. Jul 2014 A1
20140200881 Chatlani Jul 2014 A1
20140207457 Biatov et al. Jul 2014 A1
20140214429 Pantel Jul 2014 A1
20140215332 Lee et al. Jul 2014 A1
20140219472 Huang et al. Aug 2014 A1
20140222436 Binder et al. Aug 2014 A1
20140229184 Shires Aug 2014 A1
20140229959 Beckhardt et al. Aug 2014 A1
20140244013 Reilly Aug 2014 A1
20140244269 Tokutake Aug 2014 A1
20140244712 Walters et al. Aug 2014 A1
20140249817 Hart et al. Sep 2014 A1
20140252386 Ito et al. Sep 2014 A1
20140253676 Nagase et al. Sep 2014 A1
20140254805 Su et al. Sep 2014 A1
20140258292 Thramann et al. Sep 2014 A1
20140259075 Chang et al. Sep 2014 A1
20140269757 Park et al. Sep 2014 A1
20140270216 Tsilfidis et al. Sep 2014 A1
20140270282 Tammi et al. Sep 2014 A1
20140274185 Luna et al. Sep 2014 A1
20140274203 Ganong, III et al. Sep 2014 A1
20140274218 Kadiwala et al. Sep 2014 A1
20140277650 Zurek et al. Sep 2014 A1
20140278343 Tran Sep 2014 A1
20140278372 Nakadai et al. Sep 2014 A1
20140278445 Eddington, Jr. Sep 2014 A1
20140278933 McMillan Sep 2014 A1
20140288686 Sant et al. Sep 2014 A1
20140291642 Watabe et al. Oct 2014 A1
20140303969 Inose et al. Oct 2014 A1
20140310002 Nitz et al. Oct 2014 A1
20140310614 Jones Oct 2014 A1
20140324203 Coburn, IV et al. Oct 2014 A1
20140328490 Mohammad et al. Nov 2014 A1
20140330896 Addala et al. Nov 2014 A1
20140334645 Yun et al. Nov 2014 A1
20140340888 Ishisone et al. Nov 2014 A1
20140357248 Tonshal et al. Dec 2014 A1
20140358535 Lee et al. Dec 2014 A1
20140363022 Dizon et al. Dec 2014 A1
20140363024 Apodaca Dec 2014 A1
20140364089 Lienhart et al. Dec 2014 A1
20140365225 Haiut Dec 2014 A1
20140365227 Cash et al. Dec 2014 A1
20140368734 Hoffert et al. Dec 2014 A1
20140369491 Kloberdans et al. Dec 2014 A1
20140372109 Iyer et al. Dec 2014 A1
20150006176 Pogue et al. Jan 2015 A1
20150006184 Marti et al. Jan 2015 A1
20150010169 Popova et al. Jan 2015 A1
20150014680 Yamazaki et al. Jan 2015 A1
20150016642 Walsh et al. Jan 2015 A1
20150018992 Griffiths et al. Jan 2015 A1
20150019201 Schoenbach Jan 2015 A1
20150019219 Tzirkel-Hancock et al. Jan 2015 A1
20150030172 Gaensler et al. Jan 2015 A1
20150032443 Karov et al. Jan 2015 A1
20150032456 Wait Jan 2015 A1
20150036831 Klippel Feb 2015 A1
20150039303 Lesso et al. Feb 2015 A1
20150039310 Clark et al. Feb 2015 A1
20150039311 Clark et al. Feb 2015 A1
20150039317 Klein et al. Feb 2015 A1
20150058018 Georges et al. Feb 2015 A1
20150063580 Huang et al. Mar 2015 A1
20150066479 Pasupalak et al. Mar 2015 A1
20150073807 Kumar Mar 2015 A1
20150086034 Lombardi et al. Mar 2015 A1
20150088500 Conliffe Mar 2015 A1
20150091709 Reichert et al. Apr 2015 A1
20150092947 Gossain et al. Apr 2015 A1
20150104037 Lee et al. Apr 2015 A1
20150106085 Lindahl Apr 2015 A1
20150110294 Chen et al. Apr 2015 A1
20150112672 Giacobello et al. Apr 2015 A1
20150124975 Pontoppidan May 2015 A1
20150126255 Yang et al. May 2015 A1
20150128065 Torii et al. May 2015 A1
20150134456 Baldwin May 2015 A1
20150154953 Bapat et al. Jun 2015 A1
20150154954 Sharifi Jun 2015 A1
20150154976 Mutagi Jun 2015 A1
20150161990 Sharifi Jun 2015 A1
20150169279 Duga Jun 2015 A1
20150170645 Di Censo et al. Jun 2015 A1
20150170665 Gundeti et al. Jun 2015 A1
20150172843 Quan Jun 2015 A1
20150179181 Morris et al. Jun 2015 A1
20150180432 Gao et al. Jun 2015 A1
20150181318 Gautama et al. Jun 2015 A1
20150189438 Hampiholi et al. Jul 2015 A1
20150200454 Heusdens et al. Jul 2015 A1
20150200923 Triplett Jul 2015 A1
20150201271 Diethorn et al. Jul 2015 A1
20150215382 Arora et al. Jul 2015 A1
20150221307 Shah et al. Aug 2015 A1
20150221678 Yamazaki et al. Aug 2015 A1
20150222563 Burns et al. Aug 2015 A1
20150222987 Angel, Jr. et al. Aug 2015 A1
20150228274 Leppanen et al. Aug 2015 A1
20150228803 Koezuka et al. Aug 2015 A1
20150237406 Ochoa et al. Aug 2015 A1
20150243287 Nakano et al. Aug 2015 A1
20150245152 Ding et al. Aug 2015 A1
20150245154 Dadu et al. Aug 2015 A1
20150248885 Koulomzin Sep 2015 A1
20150249889 Iyer et al. Sep 2015 A1
20150253292 Larkin et al. Sep 2015 A1
20150253960 Lin et al. Sep 2015 A1
20150254057 Klein et al. Sep 2015 A1
20150263174 Yamazaki et al. Sep 2015 A1
20150271593 Sun et al. Sep 2015 A1
20150277846 Yen et al. Oct 2015 A1
20150279351 Nguyen et al. Oct 2015 A1
20150280676 Holman et al. Oct 2015 A1
20150296299 Klippel et al. Oct 2015 A1
20150302856 Kim et al. Oct 2015 A1
20150319529 Klippel Nov 2015 A1
20150325267 Lee et al. Nov 2015 A1
20150331663 Beckhardt et al. Nov 2015 A1
20150334471 Innes et al. Nov 2015 A1
20150338917 Steiner et al. Nov 2015 A1
20150341406 Rockefeller et al. Nov 2015 A1
20150346845 Di Censo et al. Dec 2015 A1
20150348548 Piernot et al. Dec 2015 A1
20150348551 Gruber et al. Dec 2015 A1
20150355878 Corbin Dec 2015 A1
20150356968 Rice et al. Dec 2015 A1
20150363061 De Nigris, III et al. Dec 2015 A1
20150363401 Chen et al. Dec 2015 A1
20150370531 Faaborg Dec 2015 A1
20150371657 Gao Dec 2015 A1
20150371659 Gao Dec 2015 A1
20150371664 Bar-Or et al. Dec 2015 A1
20150373100 Kravets et al. Dec 2015 A1
20150380010 Srinivasan et al. Dec 2015 A1
20150382047 Van Os et al. Dec 2015 A1
20150382128 Ridihalgh et al. Dec 2015 A1
20160007116 Holman Jan 2016 A1
20160014536 Sheen Jan 2016 A1
20160018873 Fernald et al. Jan 2016 A1
20160021458 Johnson et al. Jan 2016 A1
20160026428 Morganstern et al. Jan 2016 A1
20160027440 Gelfenbeyn et al. Jan 2016 A1
20160029142 Isaac et al. Jan 2016 A1
20160034448 Tran Feb 2016 A1
20160035321 Cho et al. Feb 2016 A1
20160035337 Aggarwal et al. Feb 2016 A1
20160036962 Rand et al. Feb 2016 A1
20160042748 Jain et al. Feb 2016 A1
20160044151 Shoemaker et al. Feb 2016 A1
20160050488 Matheja et al. Feb 2016 A1
20160055847 Dahan Feb 2016 A1
20160055850 Nakadai et al. Feb 2016 A1
20160057522 Choisel et al. Feb 2016 A1
20160066087 Solbach et al. Mar 2016 A1
20160070526 Sheen Mar 2016 A1
20160072804 Chien et al. Mar 2016 A1
20160077710 Lewis et al. Mar 2016 A1
20160077794 Kim et al. Mar 2016 A1
20160086609 Yue et al. Mar 2016 A1
20160088036 Corbin et al. Mar 2016 A1
20160088392 Huttunen et al. Mar 2016 A1
20160093281 Kuo et al. Mar 2016 A1
20160093304 Kim et al. Mar 2016 A1
20160094718 Mani et al. Mar 2016 A1
20160094917 Wilk et al. Mar 2016 A1
20160098393 Hebert Apr 2016 A1
20160098992 Renard et al. Apr 2016 A1
20160103653 Jang Apr 2016 A1
20160104480 Sharifi Apr 2016 A1
20160111110 Gautama et al. Apr 2016 A1
20160118048 Heide Apr 2016 A1
20160125876 Schroeter et al. May 2016 A1
20160127780 Roberts et al. May 2016 A1
20160133259 Rubin et al. May 2016 A1
20160134924 Bush et al. May 2016 A1
20160134966 Fitzgerald et al. May 2016 A1
20160134982 Iyer May 2016 A1
20160140957 Duta et al. May 2016 A1
20160148612 Guo et al. May 2016 A1
20160148615 Lee et al. May 2016 A1
20160154089 Altman Jun 2016 A1
20160155442 Kannan et al. Jun 2016 A1
20160155443 Khan et al. Jun 2016 A1
20160157035 Russell et al. Jun 2016 A1
20160162469 Santos Jun 2016 A1
20160171976 Sun et al. Jun 2016 A1
20160173578 Sharma et al. Jun 2016 A1
20160173983 Berthelsen et al. Jun 2016 A1
20160180853 Vanlund et al. Jun 2016 A1
20160189716 Lindahl et al. Jun 2016 A1
20160192099 Oishi et al. Jun 2016 A1
20160196499 Khan et al. Jul 2016 A1
20160203331 Khan et al. Jul 2016 A1
20160210110 Feldman Jul 2016 A1
20160212488 Os et al. Jul 2016 A1
20160212538 Fullam et al. Jul 2016 A1
20160216938 Millington Jul 2016 A1
20160217789 Lee et al. Jul 2016 A1
20160225385 Hammarqvist Aug 2016 A1
20160232451 Scherzer Aug 2016 A1
20160234204 Rishi et al. Aug 2016 A1
20160234615 Lambourne Aug 2016 A1
20160239255 Chavez et al. Aug 2016 A1
20160240192 Raghuvir Aug 2016 A1
20160241976 Pearson Aug 2016 A1
20160253050 Mishra et al. Sep 2016 A1
20160260431 Newendorp et al. Sep 2016 A1
20160283841 Sainath et al. Sep 2016 A1
20160299737 Clayton et al. Oct 2016 A1
20160302018 Russell et al. Oct 2016 A1
20160314782 Klimanis Oct 2016 A1
20160316293 Klimanis Oct 2016 A1
20160322045 Hatfield et al. Nov 2016 A1
20160335485 Kim Nov 2016 A1
20160336519 Seo et al. Nov 2016 A1
20160343866 Koezuka et al. Nov 2016 A1
20160343949 Seo et al. Nov 2016 A1
20160343954 Seo et al. Nov 2016 A1
20160345114 Hanna et al. Nov 2016 A1
20160352915 Gautama Dec 2016 A1
20160353217 Starobin et al. Dec 2016 A1
20160353218 Starobin et al. Dec 2016 A1
20160357503 Triplett et al. Dec 2016 A1
20160364206 Keyser-Allen et al. Dec 2016 A1
20160366515 Mendes et al. Dec 2016 A1
20160372113 David et al. Dec 2016 A1
20160372688 Seo et al. Dec 2016 A1
20160373269 Okubo et al. Dec 2016 A1
20160373909 Rasmussen et al. Dec 2016 A1
20160379634 Yamamoto et al. Dec 2016 A1
20160379635 Page Dec 2016 A1
20170003931 Dvortsov et al. Jan 2017 A1
20170012207 Seo et al. Jan 2017 A1
20170012232 Kataishi et al. Jan 2017 A1
20170019732 Mendes et al. Jan 2017 A1
20170025124 Mixter et al. Jan 2017 A1
20170025615 Seo et al. Jan 2017 A1
20170025630 Seo et al. Jan 2017 A1
20170026769 Patel Jan 2017 A1
20170032244 Kurata Feb 2017 A1
20170034263 Archambault et al. Feb 2017 A1
20170039025 Kielak Feb 2017 A1
20170040002 Basson et al. Feb 2017 A1
20170040018 Tormey Feb 2017 A1
20170041724 Master et al. Feb 2017 A1
20170053648 Chi Feb 2017 A1
20170053650 Ogawa Feb 2017 A1
20170060526 Barton Mar 2017 A1
20170062734 Suzuki et al. Mar 2017 A1
20170070478 Park et al. Mar 2017 A1
20170076212 Shams et al. Mar 2017 A1
20170076720 Gopalan et al. Mar 2017 A1
20170076726 Bae Mar 2017 A1
20170078824 Heo Mar 2017 A1
20170083285 Meyers et al. Mar 2017 A1
20170083606 Mohan Mar 2017 A1
20170084277 Sharifi Mar 2017 A1
20170084278 Jung Mar 2017 A1
20170084292 Yoo Mar 2017 A1
20170084295 Tsiartas et al. Mar 2017 A1
20170090864 Jorgovanovic Mar 2017 A1
20170092278 Evermann et al. Mar 2017 A1
20170092297 Sainath et al. Mar 2017 A1
20170092299 Matsuo Mar 2017 A1
20170092889 Seo et al. Mar 2017 A1
20170092890 Seo et al. Mar 2017 A1
20170094215 Western Mar 2017 A1
20170103748 Weissberg et al. Apr 2017 A1
20170103754 Higbie et al. Apr 2017 A1
20170103755 Jeon et al. Apr 2017 A1
20170110124 Boesen et al. Apr 2017 A1
20170110130 Sharifi et al. Apr 2017 A1
20170110144 Sharifi et al. Apr 2017 A1
20170117497 Seo et al. Apr 2017 A1
20170123251 Nakada et al. May 2017 A1
20170125037 Shin May 2017 A1
20170125456 Kasahara May 2017 A1
20170133007 Drewes May 2017 A1
20170133011 Chen et al. May 2017 A1
20170134872 Silva et al. May 2017 A1
20170139720 Stein May 2017 A1
20170140449 Kannan May 2017 A1
20170140748 Roberts et al. May 2017 A1
20170140750 Wang et al. May 2017 A1
20170140757 Penilla et al. May 2017 A1
20170140759 Kumar et al. May 2017 A1
20170151930 Boesen Jun 2017 A1
20170164139 Deselaers et al. Jun 2017 A1
20170177585 Rodger et al. Jun 2017 A1
20170178662 Ayrapetian et al. Jun 2017 A1
20170180561 Kadiwala et al. Jun 2017 A1
20170186425 Dawes et al. Jun 2017 A1
20170186427 Wang et al. Jun 2017 A1
20170188150 Brunet et al. Jun 2017 A1
20170188437 Banta Jun 2017 A1
20170193999 Aleksic et al. Jul 2017 A1
20170206896 Ko et al. Jul 2017 A1
20170206900 Lee et al. Jul 2017 A1
20170214996 Yeo Jul 2017 A1
20170236512 Williams et al. Aug 2017 A1
20170236515 Pinsky et al. Aug 2017 A1
20170242649 Jarvis et al. Aug 2017 A1
20170242651 Lang et al. Aug 2017 A1
20170242653 Lang et al. Aug 2017 A1
20170242656 Plagge et al. Aug 2017 A1
20170242657 Jarvis et al. Aug 2017 A1
20170243576 Millington et al. Aug 2017 A1
20170243587 Plagge et al. Aug 2017 A1
20170245076 Kusano et al. Aug 2017 A1
20170255612 Sarikaya et al. Sep 2017 A1
20170257686 Gautama et al. Sep 2017 A1
20170269900 Triplett Sep 2017 A1
20170269975 Wood et al. Sep 2017 A1
20170270919 Parthasarathi et al. Sep 2017 A1
20170278512 Pandya et al. Sep 2017 A1
20170287485 Civelli et al. Oct 2017 A1
20170300289 Gattis Oct 2017 A1
20170300990 Tanaka et al. Oct 2017 A1
20170329397 Lin Nov 2017 A1
20170330565 Daley et al. Nov 2017 A1
20170331869 Bendahan et al. Nov 2017 A1
20170332035 Shah et al. Nov 2017 A1
20170332168 Moghimi et al. Nov 2017 A1
20170346872 Naik et al. Nov 2017 A1
20170352357 Fink Dec 2017 A1
20170353789 Kim et al. Dec 2017 A1
20170357390 Alonso Ruiz et al. Dec 2017 A1
20170357475 Lee et al. Dec 2017 A1
20170357478 Piersol et al. Dec 2017 A1
20170364371 Nandi et al. Dec 2017 A1
20170365247 Ushakov Dec 2017 A1
20170366393 Shaker et al. Dec 2017 A1
20170374454 Bernardini et al. Dec 2017 A1
20170374552 Xia et al. Dec 2017 A1
20180012077 Laska et al. Jan 2018 A1
20180018964 Reilly et al. Jan 2018 A1
20180018965 Daley Jan 2018 A1
20180018967 Lang et al. Jan 2018 A1
20180020306 Sheen Jan 2018 A1
20180025733 Qian et al. Jan 2018 A1
20180033428 Kim et al. Feb 2018 A1
20180033429 Makke et al. Feb 2018 A1
20180033438 Toma et al. Feb 2018 A1
20180040324 Wilberding Feb 2018 A1
20180047394 Tian et al. Feb 2018 A1
20180053504 Wang et al. Feb 2018 A1
20180054506 Hart et al. Feb 2018 A1
20180061396 Srinivasan et al. Mar 2018 A1
20180061402 Devaraj et al. Mar 2018 A1
20180061404 Devaraj et al. Mar 2018 A1
20180061409 Valentine et al. Mar 2018 A1
20180061419 Melendo Casado et al. Mar 2018 A1
20180061420 Patil et al. Mar 2018 A1
20180062871 Jones et al. Mar 2018 A1
20180084367 Greff et al. Mar 2018 A1
20180088900 Glaser et al. Mar 2018 A1
20180091898 Yoon et al. Mar 2018 A1
20180091913 Hartung et al. Mar 2018 A1
20180096678 Zhou et al. Apr 2018 A1
20180096683 James et al. Apr 2018 A1
20180096696 Mixter Apr 2018 A1
20180107446 Wilberding et al. Apr 2018 A1
20180108351 Beckhardt et al. Apr 2018 A1
20180120947 Wells et al. May 2018 A1
20180122372 Wanderlust May 2018 A1
20180122378 Mixter et al. May 2018 A1
20180130469 Gruenstein et al. May 2018 A1
20180132217 Stirling-Gallacher May 2018 A1
20180132298 Birnam et al. May 2018 A1
20180137857 Zhou et al. May 2018 A1
20180137861 Ogawa May 2018 A1
20180139512 Moran et al. May 2018 A1
20180152557 White et al. May 2018 A1
20180158454 Campbell et al. Jun 2018 A1
20180165055 Yu et al. Jun 2018 A1
20180167981 Jonna et al. Jun 2018 A1
20180174597 Lee et al. Jun 2018 A1
20180182383 Kim et al. Jun 2018 A1
20180182390 Hughes et al. Jun 2018 A1
20180182397 Carbune et al. Jun 2018 A1
20180182410 Kaskari et al. Jun 2018 A1
20180188948 Ouyang et al. Jul 2018 A1
20180190274 Kirazci et al. Jul 2018 A1
20180190285 Heckmann et al. Jul 2018 A1
20180196776 Hershko et al. Jul 2018 A1
20180197533 Lyon et al. Jul 2018 A1
20180199130 Jaffe et al. Jul 2018 A1
20180199146 Sheen Jul 2018 A1
20180204569 Nadkar et al. Jul 2018 A1
20180205963 Matei et al. Jul 2018 A1
20180210698 Park et al. Jul 2018 A1
20180211665 Park et al. Jul 2018 A1
20180218747 Moghimi et al. Aug 2018 A1
20180219976 Decenzo et al. Aug 2018 A1
20180225933 Park et al. Aug 2018 A1
20180228006 Baker et al. Aug 2018 A1
20180233130 Kaskari et al. Aug 2018 A1
20180233136 Torok et al. Aug 2018 A1
20180233137 Torok et al. Aug 2018 A1
20180233139 Finkelstein et al. Aug 2018 A1
20180233141 Solomon et al. Aug 2018 A1
20180233142 Koishida et al. Aug 2018 A1
20180233150 Gruenstein et al. Aug 2018 A1
20180234765 Torok et al. Aug 2018 A1
20180260680 Finkelstein et al. Sep 2018 A1
20180261213 Arik et al. Sep 2018 A1
20180262793 Lau et al. Sep 2018 A1
20180262831 Matheja et al. Sep 2018 A1
20180270565 Ganeshkumar Sep 2018 A1
20180270573 Lang et al. Sep 2018 A1
20180270575 Akutagawa Sep 2018 A1
20180277107 Kim Sep 2018 A1
20180277113 Hartung et al. Sep 2018 A1
20180277119 Baba et al. Sep 2018 A1
20180277133 Deetz et al. Sep 2018 A1
20180286394 Li et al. Oct 2018 A1
20180286414 Ravindran et al. Oct 2018 A1
20180293221 Finkelstein et al. Oct 2018 A1
20180293484 Wang et al. Oct 2018 A1
20180301147 Kim Oct 2018 A1
20180308470 Park et al. Oct 2018 A1
20180314552 Kim et al. Nov 2018 A1
20180322891 Van Den Oord et al. Nov 2018 A1
20180324756 Ryu et al. Nov 2018 A1
20180330589 Horling Nov 2018 A1
20180330727 Tulli Nov 2018 A1
20180335903 Coffman et al. Nov 2018 A1
20180336274 Choudhury et al. Nov 2018 A1
20180336892 Kim et al. Nov 2018 A1
20180349093 McCarty et al. Dec 2018 A1
20180350356 Garcia Dec 2018 A1
20180350379 Wung et al. Dec 2018 A1
20180352014 Alsina et al. Dec 2018 A1
20180352334 Family et al. Dec 2018 A1
20180356962 Corbin Dec 2018 A1
20180358009 Daley et al. Dec 2018 A1
20180358019 Mont-Reynaud Dec 2018 A1
20180365567 Kolavennu et al. Dec 2018 A1
20180367944 Heo et al. Dec 2018 A1
20190012141 Piersol et al. Jan 2019 A1
20190013019 Lawrence Jan 2019 A1
20190014592 Hampel et al. Jan 2019 A1
20190019112 Gelfenbeyn et al. Jan 2019 A1
20190033446 Bultan et al. Jan 2019 A1
20190035404 Gabel et al. Jan 2019 A1
20190037173 Lee Jan 2019 A1
20190042187 Truong et al. Feb 2019 A1
20190043488 Bocklet et al. Feb 2019 A1
20190043492 Lang Feb 2019 A1
20190044745 Knudson et al. Feb 2019 A1
20190051298 Lee et al. Feb 2019 A1
20190051299 Ossowski et al. Feb 2019 A1
20190066672 Wood et al. Feb 2019 A1
20190066680 Woo et al. Feb 2019 A1
20190066687 Wood et al. Feb 2019 A1
20190066710 Bryan et al. Feb 2019 A1
20190073999 Prémont et al. Mar 2019 A1
20190074025 Lashkari et al. Mar 2019 A1
20190079724 Feuz et al. Mar 2019 A1
20190081507 Ide Mar 2019 A1
20190081810 Jung Mar 2019 A1
20190082255 Tajiri et al. Mar 2019 A1
20190087455 He et al. Mar 2019 A1
20190088261 Lang et al. Mar 2019 A1
20190090056 Rexach et al. Mar 2019 A1
20190096408 Li et al. Mar 2019 A1
20190098400 Buoni et al. Mar 2019 A1
20190104119 Giorgi et al. Apr 2019 A1
20190104373 Wodrich et al. Apr 2019 A1
20190108839 Reilly et al. Apr 2019 A1
20190115011 Khellah et al. Apr 2019 A1
20190122662 Chang et al. Apr 2019 A1
20190130906 Kobayashi et al. May 2019 A1
20190147860 Chen et al. May 2019 A1
20190156847 Bryan et al. May 2019 A1
20190163153 Price et al. May 2019 A1
20190172452 Smith et al. Jun 2019 A1
20190172467 Kim et al. Jun 2019 A1
20190172476 Wung et al. Jun 2019 A1
20190173687 MacKay et al. Jun 2019 A1
20190179607 Thangarathnam et al. Jun 2019 A1
20190179611 Wojogbe et al. Jun 2019 A1
20190182072 Roe et al. Jun 2019 A1
20190186937 Sharifi et al. Jun 2019 A1
20190188328 Oyenan et al. Jun 2019 A1
20190189117 Kumar Jun 2019 A1
20190206391 Busch et al. Jul 2019 A1
20190206405 Gillespie et al. Jul 2019 A1
20190206412 Li et al. Jul 2019 A1
20190219976 Giorgi et al. Jul 2019 A1
20190220246 Orr et al. Jul 2019 A1
20190221206 Chen et al. Jul 2019 A1
20190237067 Friedman et al. Aug 2019 A1
20190237089 Shin Aug 2019 A1
20190239008 Lambourne Aug 2019 A1
20190239009 Lambourne Aug 2019 A1
20190243603 Keyser-Allen et al. Aug 2019 A1
20190243606 Jayakumar et al. Aug 2019 A1
20190244608 Choi et al. Aug 2019 A1
20190251960 Maker et al. Aug 2019 A1
20190259408 Freeman et al. Aug 2019 A1
20190281387 Woo et al. Sep 2019 A1
20190281397 Lambourne Sep 2019 A1
20190287536 Sharifi et al. Sep 2019 A1
20190287546 Ganeshkumar Sep 2019 A1
20190288970 Siddiq Sep 2019 A1
20190289367 Siddiq Sep 2019 A1
20190295542 Huang et al. Sep 2019 A1
20190295555 Wilberding Sep 2019 A1
20190295556 Wilberding Sep 2019 A1
20190295563 Kamdar et al. Sep 2019 A1
20190297388 Panchaksharaiah et al. Sep 2019 A1
20190304443 Bhagwan Oct 2019 A1
20190311710 Eraslan et al. Oct 2019 A1
20190311712 Firik et al. Oct 2019 A1
20190311715 Pfeffinger et al. Oct 2019 A1
20190311718 Huber et al. Oct 2019 A1
20190311720 Pasko Oct 2019 A1
20190311722 Caldwell Oct 2019 A1
20190317606 Jain et al. Oct 2019 A1
20190318729 Chao et al. Oct 2019 A1
20190325870 Mitic Oct 2019 A1
20190325888 Geng Oct 2019 A1
20190341037 Bromand et al. Nov 2019 A1
20190341038 Bromand et al. Nov 2019 A1
20190342962 Chang et al. Nov 2019 A1
20190347063 Liu et al. Nov 2019 A1
20190348044 Chun et al. Nov 2019 A1
20190362714 Mori et al. Nov 2019 A1
20190364375 Soto et al. Nov 2019 A1
20190364422 Zhuo Nov 2019 A1
20190371310 Fox et al. Dec 2019 A1
20190371324 Powell et al. Dec 2019 A1
20190371329 D'Souza et al. Dec 2019 A1
20190371342 Tukka et al. Dec 2019 A1
20190392832 Mitsui et al. Dec 2019 A1
20200007987 Woo et al. Jan 2020 A1
20200034492 Verbeke et al. Jan 2020 A1
20200043489 Bradley et al. Feb 2020 A1
20200043494 Maeng Feb 2020 A1
20200051554 Kim et al. Feb 2020 A1
20200066279 Kang et al. Feb 2020 A1
20200074990 Kim et al. Mar 2020 A1
20200075018 Chen Mar 2020 A1
20200090647 Kurtz Mar 2020 A1
20200092687 Devaraj et al. Mar 2020 A1
20200098354 Lin et al. Mar 2020 A1
20200098379 Tai et al. Mar 2020 A1
20200105245 Gupta et al. Apr 2020 A1
20200105256 Fainberg et al. Apr 2020 A1
20200105264 Jang et al. Apr 2020 A1
20200110571 Liu et al. Apr 2020 A1
20200125162 D'Amato et al. Apr 2020 A1
20200135194 Jeong Apr 2020 A1
20200135224 Bromand et al. Apr 2020 A1
20200152206 Shen et al. May 2020 A1
20200167597 Nguyen et al. May 2020 A1
20200175989 Lockhart et al. Jun 2020 A1
20200184964 Myers et al. Jun 2020 A1
20200184980 Wilberding Jun 2020 A1
20200193973 Tolomei et al. Jun 2020 A1
20200211539 Lee Jul 2020 A1
20200211550 Pan et al. Jul 2020 A1
20200211556 Mixter et al. Jul 2020 A1
20200213729 Soto Jul 2020 A1
20200216089 Garcia et al. Jul 2020 A1
20200234709 Kunitake Jul 2020 A1
20200244650 Burris et al. Jul 2020 A1
20200251107 Wang et al. Aug 2020 A1
20200265838 Lee et al. Aug 2020 A1
20200265842 Singh Aug 2020 A1
20200310751 Anand et al. Oct 2020 A1
20200336846 Rohde et al. Oct 2020 A1
20200342869 Lee et al. Oct 2020 A1
20200364026 Lee et al. Nov 2020 A1
20200366477 Brown et al. Nov 2020 A1
20200395006 Smith et al. Dec 2020 A1
20200395010 Smith et al. Dec 2020 A1
20200395013 Smith et al. Dec 2020 A1
20200409652 Wilberding et al. Dec 2020 A1
20200409926 Srinivasan et al. Dec 2020 A1
20210029452 Tsoi et al. Jan 2021 A1
20210035561 D'Amato et al. Feb 2021 A1
20210035572 D'Amato et al. Feb 2021 A1
20210067867 Kagoshima Mar 2021 A1
20210118429 Shan Apr 2021 A1
20210118439 Schillmoeller et al. Apr 2021 A1
20210157542 De Assis et al. May 2021 A1
20210166680 Jung et al. Jun 2021 A1
20210183366 Reinspach et al. Jun 2021 A1
20210239831 Shin et al. Aug 2021 A1
20210249004 Smith Aug 2021 A1
20210280185 Tan et al. Sep 2021 A1
20210295849 Van Der Ven et al. Sep 2021 A1
20210358481 D'Amato et al. Nov 2021 A1
20220035514 Shin et al. Feb 2022 A1
20220036882 Ahn et al. Feb 2022 A1
20220050585 Fettes et al. Feb 2022 A1
20220083136 DeLeeuw Mar 2022 A1
20220301561 Robert Jose et al. Sep 2022 A1
20230019595 Smith Jan 2023 A1
20230215433 Myers et al. Jul 2023 A1
20230237998 Smith et al. Jul 2023 A1
20230274738 Smith et al. Aug 2023 A1
20230382349 Ham Nov 2023 A1
Foreign Referenced Citations (168)
Number Date Country
2017100486 Jun 2017 AU
2017100581 Jun 2017 AU
1323435 Nov 2001 CN
1748250 Mar 2006 CN
1781291 May 2006 CN
101310558 Nov 2008 CN
101427154 May 2009 CN
101480039 Jul 2009 CN
101661753 Mar 2010 CN
101686282 Mar 2010 CN
101907983 Dec 2010 CN
102123188 Jul 2011 CN
102256098 Nov 2011 CN
102567468 Jul 2012 CN
102999161 Mar 2013 CN
103052001 Apr 2013 CN
103181192 Jun 2013 CN
103210663 Jul 2013 CN
103546616 Jan 2014 CN
103811007 May 2014 CN
104010251 Aug 2014 CN
104035743 Sep 2014 CN
104053088 Sep 2014 CN
104092936 Oct 2014 CN
104104769 Oct 2014 CN
104115224 Oct 2014 CN
104155938 Nov 2014 CN
104282305 Jan 2015 CN
104520927 Apr 2015 CN
104538030 Apr 2015 CN
104572009 Apr 2015 CN
104575504 Apr 2015 CN
104581510 Apr 2015 CN
104635539 May 2015 CN
104865550 Aug 2015 CN
104885406 Sep 2015 CN
104885438 Sep 2015 CN
105101083 Nov 2015 CN
105162886 Dec 2015 CN
105187907 Dec 2015 CN
105204357 Dec 2015 CN
105206281 Dec 2015 CN
105284076 Jan 2016 CN
105284168 Jan 2016 CN
105389099 Mar 2016 CN
105427861 Mar 2016 CN
105453179 Mar 2016 CN
105472191 Apr 2016 CN
105493179 Apr 2016 CN
105493442 Apr 2016 CN
105632486 Jun 2016 CN
105679318 Jun 2016 CN
106028223 Oct 2016 CN
106030699 Oct 2016 CN
106375902 Feb 2017 CN
106531165 Mar 2017 CN
106708403 May 2017 CN
106796784 May 2017 CN
106910500 Jun 2017 CN
107004410 Aug 2017 CN
107122158 Sep 2017 CN
107465974 Dec 2017 CN
107644313 Jan 2018 CN
107767863 Mar 2018 CN
107832837 Mar 2018 CN
107919116 Apr 2018 CN
107919123 Apr 2018 CN
108028047 May 2018 CN
108028048 May 2018 CN
108198548 Jun 2018 CN
109712626 May 2019 CN
1349146 Oct 2003 EP
1389853 Feb 2004 EP
2051542 Apr 2009 EP
2166737 Mar 2010 EP
2683147 Jan 2014 EP
2986034 Feb 2016 EP
3128767 Feb 2017 EP
3133595 Feb 2017 EP
3142107 Mar 2017 EP
2351021 Sep 2017 EP
3270377 Jan 2018 EP
3285502 Feb 2018 EP
2501367 Oct 2013 GB
S63301998 Dec 1988 JP
H0883091 Mar 1996 JP
2001236093 Aug 2001 JP
2003223188 Aug 2003 JP
2004096520 Mar 2004 JP
2004109361 Apr 2004 JP
2004163590 Jun 2004 JP
2004347943 Dec 2004 JP
2004354721 Dec 2004 JP
2005242134 Sep 2005 JP
2005250867 Sep 2005 JP
2005284492 Oct 2005 JP
2006092482 Apr 2006 JP
2007013400 Jan 2007 JP
2007142595 Jun 2007 JP
2007235875 Sep 2007 JP
2008079256 Apr 2008 JP
2008158868 Jul 2008 JP
2008217444 Sep 2008 JP
2010141748 Jun 2010 JP
2013037148 Feb 2013 JP
2014071138 Apr 2014 JP
2014510481 Apr 2014 JP
2014137590 Jul 2014 JP
2015161551 Sep 2015 JP
2015527768 Sep 2015 JP
2016009193 Jan 2016 JP
2016095383 May 2016 JP
2017072857 Apr 2017 JP
2017129860 Jul 2017 JP
2017227912 Dec 2017 JP
2018055259 Apr 2018 JP
2019109510 Jul 2019 JP
20100036351 Apr 2010 KR
100966415 Jun 2010 KR
20100111071 Oct 2010 KR
20130050987 May 2013 KR
101284134 Jul 2013 KR
20140005410 Jan 2014 KR
20140035310 Mar 2014 KR
20140054643 May 2014 KR
20140111859 Sep 2014 KR
20140112900 Sep 2014 KR
201629950 Aug 2016 TW
200153994 Jul 2001 WO
03054854 Jul 2003 WO
2003093950 Nov 2003 WO
2008048599 Apr 2008 WO
2008096414 Aug 2008 WO
2012166386 Dec 2012 WO
2013184792 Dec 2013 WO
2014064531 May 2014 WO
2014159581 Oct 2014 WO
2015017303 Feb 2015 WO
2015037396 Mar 2015 WO
2015105788 Jul 2015 WO
2015131024 Sep 2015 WO
2015133022 Sep 2015 WO
2015178950 Nov 2015 WO
2015195216 Dec 2015 WO
2016003509 Jan 2016 WO
2016014142 Jan 2016 WO
2016014686 Jan 2016 WO
2016014686 Jan 2016 WO
2016022926 Feb 2016 WO
2016033364 Mar 2016 WO
2016057268 Apr 2016 WO
2016085775 Jun 2016 WO
2016136062 Sep 2016 WO
2016165067 Oct 2016 WO
2016171956 Oct 2016 WO
2016200593 Dec 2016 WO
2017039632 Mar 2017 WO
2017058654 Apr 2017 WO
2017138934 Aug 2017 WO
2017147075 Aug 2017 WO
2017147936 Sep 2017 WO
2018027142 Feb 2018 WO
2018067404 Apr 2018 WO
2018140777 Aug 2018 WO
2019005772 Jan 2019 WO
2020061439 Mar 2020 WO
2020068795 Apr 2020 WO
2020132298 Jun 2020 WO
Non-Patent Literature Citations (781)
Entry
US 9,299,346 B1, 03/2016, Hart et al. (withdrawn)
Notice of Allowance mailed on Oct. 5, 2018, issued in connection with U.S. Appl. No. 15/211,748, filed Jul. 15, 2018, 10 pages.
Notice of Allowance mailed on Feb. 6, 2019, issued in connection with U.S. Appl. No. 16/102,153, filed Aug. 13, 2018, 9 pages.
Notice of Allowance mailed on Feb. 6, 2020, issued in connection with U.S. Appl. No. 16/227,308, filed Dec. 20, 2018, 7 pages.
Notice of Allowance mailed on Apr. 7, 2020, issued in connection with U.S. Appl. No. 15/098,760, filed Apr. 14, 2016, 7 pages.
Notice of Allowance mailed on Apr. 7, 2020, issued in connection with U.S. Appl. No. 16/147,710, filed Sep. 29, 2018, 15 pages.
Notice of Allowance mailed on Jun. 7, 2019, issued in connection with U.S. Appl. No. 16/102,153, filed Aug. 13, 2018, 9 pages.
Notice of Allowance mailed on Aug. 9, 2018, issued in connection with U.S. Appl. No. 15/229,868, filed Aug. 5, 2016, 11 pages.
Notice of Allowance mailed on Mar. 9, 2018, issued in connection with U.S. Appl. No. 15/584,782, filed May 2, 2017, 8 pages.
Optimizing Siri on HomePod in Far-Field Settings. Audio Software Engineering and Siri Speech Team, Machine Learning Journal vol. 1, Issue 12. https://machinelearning.apple.com/2018/12/03/optimizing-siri-on-homepod-in-far-field-settings.html. Dec. 2018, 18 pages.
Palm, Inc., “Handbook for the Palm VII Handheld,” May 2000, 311 pages.
Preinterview First Office Action mailed on Aug. 5, 2019, issued in connection with U.S. Appl. No. 16/434,426, filed Jun. 7, 2019, 4 pages.
Preinterview First Office Action mailed on Mar. 25, 2020, issued in connection with U.S. Appl. No. 16/109,375, filed Aug. 22, 2018, 6 pages.
Preinterview First Office Action mailed on Sep. 30, 2019, issued in connection with U.S. Appl. No. 15/989,715, filed May 25, 2018, 4 pages.
Preinterview First Office Action mailed on May 7, 2020, issued in connection with U.S. Appl. No. 16/213,570, filed Dec. 7, 2018, 5 pages.
Presentations at WinHEC 2000, May 2000, 138 pages.
Restriction Requirement mailed on Aug. 14, 2019, issued in connection with U.S. Appl. No. 16/214,711, filed Dec. 10, 2018, 5 pages.
Restriction Requirement mailed on Aug. 9, 2018, issued in connection with U.S. Appl. No. 15/717,621, filed Sep. 27, 2017, 8 pages.
Rottondi et al., “An Overview on Networked Music Performance Technologies,” IEEE Access, vol. 4, pp. 8823-8843, 2016, DOI: 10.1109/ACCESS.2016.2628440, 21 pages.
Souden et al. “An Integrated Solution for Online Multichannel Noise Tracking and Reduction.” IEEE Transactions on Audio, Speech, and Language Processing, vol. 19. No. 7, Sep. 7, 2011, 11 pages.
Souden et al. “Gaussian Model-Based Multichannel Speech Presence Probability” IEEE Transactions on Audio, Speech, and Language Processing, vol. 18, No. 5, Jul. 5, 2010, 6pages.
Souden et al. “On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction.” IEEE Transactions on Audio, Speech, and Language Processing, vol. 18, No. 2, Feb. 2010, 17pages.
Steven J. Nowlan and Geoffrey E. Hinton “Simplifying Neural Networks by Soft Weight-Sharing” Neural Computation 4, 1992, 21 pages.
Tsiami et al. “Experiments in acoustic source localization using sparse arrays in adverse indoors environments”, 2014 22nd European Signal Processing Conference, Sep. 1, 2014, 5 pages.
Tweet: “How to start using Google app voice commands to make your life easier Share This Story shop @Bullet”, Jan. 21, 2016, https://bgr.com/2016/01/21/best-ok-google-voice-commands/, 3 page.
Ullrich et al. “Soft Weight-Sharing for Neural Network Compression.” ICLR 2017, 16 pages.
U.S. Appl. No. 60/490,768, filed Jul. 28, 2003, entitled “Method for synchronizing audio playback between multiple networked devices,” 13 pages.
U.S. Appl. No. 60/825,407, filed Sep. 12, 2006, entitled “Controlling and manipulating groupings in a multi-zone music or media system,” 82 pages.
UPnP; “Universal Plug and Play Device Architecture,” Jun. 8, 2000; version 1.0; Microsoft Corporation; pp. 1-54.
Vacher at al. “Recognition of voice commands by multisource ASR and noise cancellation in a smart home environment” Signal Processing Conference 2012 Proceedings of the 20th European, IEEE, Aug. 27, 2012, 5 pages.
Vacher et al. “Speech Recognition in a Smart Home: Some Experiments for Telemonitoring,” 2009 Proceedings of the 5th Conference on Speech Technology and Human-Computer Dialogoue, Constant, 2009, 10 pages.
“S Voice or Google Now?”; https://web.archive.org/web/20160807040123/lowdown.carphonewarehouse.com/news/s-voice-or-google-now/ . . . , Apr. 28, 2015; 4 pages.
Wung et al. “Robust Acoustic Echo Cancellation in the Short-Time Fourier Transform Domain Using Adaptive Crossband Filters” IEEE International Conference on Acoustic, Speech and Signal Processing ICASSP, 2014, p. 1300-1304.
Xiao et al. “A Learning-Based Approach to Direction of Arrival Estimation in Noisy and Reverberant Environments,” 2015 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr. 19, 2015, 5 pages.
Yamaha DME 64 Owner's Manual; copyright 2004, 80 pages.
Yamaha DME Designer 3.0 Owner's Manual; Copyright 2008, 501 pages.
Yamaha DME Designer 3.5 setup manual guide; copyright 2004, 16 pages.
Yamaha DME Designer 3.5 User Manual; Copyright 2004, 507 pages.
Non-Final Office Action mailed on Jun. 27, 2019, issued in connection with U.S. Appl. No. 16/437,476, filed Jun. 11, 2019, 8 pages.
Non-Final Office Action mailed on Mar. 27, 2020, issued in connection with U.S. Appl. No. 16/790,621, filed Feb. 13, 2020, 8 pages.
Non-Final Office Action mailed on May 27, 2020, issued in connection with U.S. Appl. No. 16/715,713, filed Dec. 16, 2019, 14 pages.
Non-Final Office Action mailed on Oct. 27, 2020, issued in connection with U.S. Appl. No. 16/213,570, filed Dec. 7, 2018, 13 pages.
Non-Final Office Action mailed on Oct. 27, 2020, issued in connection with U.S. Appl. No. 16/715,984, filed Dec. 16, 2019, 14 pages.
Non-Final Office Action mailed on Oct. 27, 2020, issued in connection with U.S. Appl. No. 16/819,755, filed Mar. 16, 2020, 8 pages.
Non-Final Office Action mailed on Oct. 28, 2019, issued in connection with U.S. Appl. No. 16/145,275, filed Sep. 28, 2018, 11 pages.
Non-Final Office Action mailed on Mar. 29, 2019, issued in connection with U.S. Appl. No. 16/102,650, filed Aug. 13, 2018, 11 pages.
Non-Final Office Action mailed on Sep. 29, 2020, issued in connection with U.S. Appl. No. 16/402,617, filed May 3, 2019, 12 pages.
Non-Final Office Action mailed on Dec. 3, 2020, issued in connection with U.S. Appl. No. 16/145,275, filed Sep. 28, 2018, 11 pages.
Non-Final Office Action mailed on Jul. 3, 2019, issued in connection with U.S. Appl. No. 15/948,541, filed Apr. 9, 2018, 7 pages.
Non-Final Office Action mailed on May 3, 2019, issued in connection with U.S. Appl. No. 16/178,122, filed Nov. 1, 2018, 14 pages.
Non-Final Office Action mailed on Oct. 3, 2018, issued in connection with U.S. Appl. No. 16/102,153, filed Aug. 13, 2018, 20 pages.
Non-Final Office Action mailed on Apr. 30, 2019, issued in connection with U.S. Appl. No. 15/718,521, filed Sep. 28, 2017, 39 pages.
Non-Final Office Action mailed on Jun. 30, 2017, issued in connection with U.S. Appl. No. 15/277,810, filed Sep. 27, 2016, 13 pages.
Non-Final Office Action mailed on Apr. 4, 2019, issued in connection with U.S. Appl. No. 15/718,911, filed Sep. 28, 2017, 21 pages.
Non-Final Office Action mailed on Aug. 4, 2020, issued in connection with U.S. Appl. No. 16/600,644, filed Oct. 14, 2019, 30 pages.
Non-Final Office Action mailed on Jan. 4, 2019, issued in connection with U.S. Appl. No. 15/948,541, filed Apr. 9, 2018, 6 pages.
Non-Final Office Action mailed on Apr. 6, 2020, issued in connection with U.S. Appl. No. 16/424,825, filed May 29, 2019, 22 pages.
Non-Final Office Action mailed on Feb. 6, 2018, issued in connection with U.S. Appl. No. 15/211,689, filed Jul. 15, 2016, 32 pages.
Non-Final Office Action mailed on Feb. 6, 2018, issued in connection with U.S. Appl. No. 15/237,133, filed Aug. 15, 2016, 6 pages.
Non-Final Office Action mailed on Mar. 6, 2020, issued in connection with U.S. Appl. No. 16/141,875, filed Sep. 25, 2018, 8 pages.
Non-Final Office Action mailed on Sep. 6, 2017, issued in connection with U.S. Appl. No. 15/131,254, filed Apr. 18, 2016, 13 pages.
Non-Final Office Action mailed on Sep. 6, 2018, issued in connection with U.S. Appl. No. 15/098,760, filed Apr. 14, 2016, 29 pages.
Non-Final Office Action mailed on Sep. 8, 2020, issued in connection with U.S. Appl. No. 15/936,177, filed Mar. 26, 2018, 19 pages.
Non-Final Office Action mailed on Apr. 9, 2018, issued in connection with U.S. Appl. No. 15/804,776, filed Nov. 6, 2017, 18 pages.
Non-Final Office Action mailed on May 9, 2018, issued in connection with U.S. Appl. No. 15/818,051, filed Nov. 20, 2017, 22 pages.
Non-Final Office Action mailed on Sep. 9, 2020, issued in connection with U.S. Appl. No. 16/168,389, filed Oct. 23, 2018, 29 pages.
Notice of Allowance mailed on Dec. 2, 2019, issued in connection with U.S. Appl. No. 15/718,521, filed Sep. 28, 2017, 15 pages.
Notice of Allowance mailed on Dec. 4, 2017, issued in connection with U.S. Appl. No. 15/277,810, filed Sep. 27, 2016, 5 pages.
Notice of Allowance mailed on Jul. 5, 2018, issued in connection with U.S. Appl. No. 15/237,133, filed Aug. 15, 2016, 5 pages.
Notice of Allowance mailed on Jul. 9, 2018, issued in connection with U.S. Appl. No. 15/438,741, filed Feb. 21, 2017, 5 pages.
Notice of Allowance mailed on Apr. 1, 2019, issued in connection with U.S. Appl. No. 15/935,966, filed Mar. 26, 2018, 5 pages.
Notice of Allowance mailed on Aug. 1, 2018, issued in connection with U.S. Appl. No. 15/297,627, filed Oct. 19, 2016, 9 pages.
Notice of Allowance mailed on Aug. 10, 2020, issued in connection with U.S. Appl. No. 16/424,825, filed May 29, 2019, 9 pages.
Notice of Allowance mailed on Apr. 11, 2018, issued in connection with U.S. Appl. No. 15/719,454, filed Sep. 28, 2017, 15 pages.
Notice of Allowance mailed on Oct. 11, 2019, issued in connection with U.S. Appl. No. 16/437,476, filed Jun. 11, 2019, 9 pages.
Notice of Allowance mailed on Sep. 11, 2019, issued in connection with U.S. Appl. No. 16/154,071, filed Oct. 8, 2018, 5 pages.
Notice of Allowance mailed on Dec. 12, 2018, issued in connection with U.S. Appl. No. 15/811,468, filed Nov. 13, 2017, 9 pages.
Notice of Allowance mailed on Jul. 12, 2017, issued in connection with U.S. Appl. No. 15/098,805, filed Apr. 14, 2016, 8 pages.
Notice of Allowance mailed on Jun. 12, 2019, issued in connection with U.S. Appl. No. 15/670,361, filed Aug. 7, 2017, 7 pages.
Notice of Allowance mailed on Sep. 12, 2018, issued in connection with U.S. Appl. No. 15/438,744, filed Feb. 21, 2017, 15 pages.
Notice of Allowance mailed on Dec. 13, 2017, issued in connection with U.S. Appl. No. 15/784,952, filed Oct. 16, 2017, 9 pages.
Notice of Allowance mailed on Feb. 13, 2019, issued in connection with U.S. Appl. No. 15/959,907, filed Apr. 23, 2018, 10 pages.
Japanese Patent Office, Office Action and Translation mailed on Apr. 27, 2021, issued in connection with Japanese Patent Application No. 2020-518400, 10 pages.
Japanese Patent Office, Office Action and Translation mailed on Jul. 6, 2021, issued in connection with Japanese Patent Application No. 2019-073349, 6 pages.
Joseph Szurley et al, “Efficient computation of microphone utility in a wireless acoustic sensor network with multi-channel Wiener filter based noise reduction”, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, Mar. 25-30, 2012, pp. 2657-2660, XP032227701, DOI: 10.1109/ICASSP .2012.6288463 ISBN: 978-1-4673-0045-2.
Korean Patent Office, Korean Examination Report and Translation mailed on Apr. 26, 2021, issued in connection with Korean Application No. 10-2021-7008937, 15 pages.
Korean Patent Office, Korean Office Action and Translation mailed on Jan. 4, 2021, issued in connection with Korean Application No. 10-2020-7034425, 14 pages.
Non-Final Office Action mailed Jul. 12, 2021, issued in connection with U.S. Appl. No. 17/008,104, filed Aug. 31, 2020, 6 pages.
Non-Final Office Action mailed Jun. 18, 2021, issued in connection with U.S. Appl. No. 17/236,559, filed Apr. 21, 2021, 9 pages.
Non-Final Office Action mailed Apr. 21, 2021, issued in connection with U.S. Appl. No. 16/109,375, filed Aug. 22, 2018, 9 pages.
Non-Final Office Action mailed Apr. 23, 2021, issued in connection with U.S. Appl. No. 16/660,197, filed Oct. 22, 2019, 9 pages.
Non-Final Office Action mailed Jun. 25, 2021, issued in connection with U.S. Appl. No. 16/213,570, filed Dec. 7, 2018, 11 pages.
Non-Final Office Action mailed Jul. 8, 2021, issued in connection with U.S. Appl. No. 16/813,643, filed Mar. 9, 2020, 12 pages.
Non-Final Office Action mailed Jul. 9, 2021, issued in connection with U.S. Appl. No. 16/806,747, filed Mar. 2, 2020, 18 pages.
Non-Final Office Action mailed on Feb. 11, 2021, issued in connection with U.S. Appl. No. 16/876,493, filed May 18, 2020, 16 pages.
Non-Final Office Action mailed on Mar. 11, 2021, issued in connection with U.S. Appl. No. 16/834,483, filed Mar. 30, 2020, 11 pages.
Non-Final Office Action mailed on Apr. 12, 2021, issued in connection with U.S. Appl. No. 16/528,224, filed Jul. 31, 2019, 9 pages.
Non-Final Office Action mailed on Apr. 21, 2021, issued in connection with U.S. Appl. No. 16/109,375, filed Aug. 22, 2018, 9 pages.
Non-Final Office Action mailed on Jun. 23, 2021, issued in connection with U.S. Appl. No. 16/439,032, filed Jun. 12, 2019, 13 pages.
Non-Final Office Action mailed on Mar. 29, 2021, issued in connection with U.S. Appl. No. 16/528,265, filed Jul. 31, 2019, 18 pages.
Non-Final Office Action mailed on Jan. 6, 2021, issued in connection with U.S. Appl. No. 16/439,046, filed Jun. 12, 2019, 13 pages.
Non-Final Office Action mailed on Apr. 9, 2021, issued in connection with U.S. Appl. No. 16/780,483, filed Feb. 3, 2020, 45 pages.
Non-Final Office Action mailed on Feb. 9, 2021, issued in connection with U.S. Appl. No. 16/806,747, filed Mar. 2, 2020, 16 pages.
Notice of Allowance mailed Mar. 31, 2021, issued in connection with U.S. Appl. No. 16/813,643, filed Mar. 9, 2020, 11 pages.
Notice of Allowance mailed on Jun. 1, 2021, issued in connection with U.S. Appl. No. 16/219,702, filed Dec. 13, 2018, 8 pages.
Notice of Allowance mailed on Jun. 1, 2021, issued in connection with U.S. Appl. No. 16/685,135, filed Nov. 15, 2019, 10 pages.
Notice of Allowance mailed on Feb. 10, 2021, issued in connection with U.S. Appl. No. 16/138,111, filed Sep. 21, 2018, 8 pages.
Notice of Allowance mailed on May 12, 2021, issued in connection with U.S. Appl. No. 16/402,617, filed May 3, 2019, 8 pages.
Notice of Allowance mailed on Jan. 13, 2021, issued in connection with U.S. Appl. No. 16/539,843, filed Aug. 13, 2019, 5 pages.
Notice of Allowance mailed on Jan. 14, 2021, issued in connection with U.S. Appl. No. 17/087,423, filed Nov. 2, 2020, 8 pages.
Notice of Allowance mailed on Apr. 16, 2021, issued in connection with U.S. Appl. No. 16/798,967, filed Feb. 24, 2020, 16 pages.
Notice of Allowance mailed on Feb. 17, 2021, issued in connection with U.S. Appl. No. 16/715,984, filed Dec. 16, 2019, 8 pages.
Notice of Allowance mailed on Mar. 18, 2021, issued in connection with U.S. Appl. No. 16/177,185, filed Oct. 31, 2018, 8 pages.
Notice of Allowance mailed on Mar. 19, 2021, issued in connection with U.S. Appl. No. 17/157,686, filed Jan. 25, 2021, 11 pages.
Notice of Allowance mailed on Apr. 21, 2021, issued in connection with U.S. Appl. No. 16/145,275, filed Sep. 28, 2018, 8 pages.
Notice of Allowance mailed on Jan. 21, 2021, issued in connection with U.S. Appl. No. 16/600,644, filed Oct. 14, 2019, 7 pages.
Notice of Allowance mailed on Jun. 23, 2021, issued in connection with U.S. Appl. No. 16/814,844, filed Mar. 10, 2020, 8 pages.
Notice of Allowance mailed on May 26, 2021, issued in connection with U.S. Appl. No. 16/927,670, filed Jul. 13, 2020, 10 pages.
Notice of Allowance mailed on May 28, 2021, issued in connection with U.S. Appl. No. 16/524,306, filed Jul. 29, 2019, 9 pages.
Notice of Allowance mailed on Jan. 29, 2021, issued in connection with U.S. Appl. No. 16/290,599, filed Mar. 1, 2019, 9 pages.
Notice of Allowance mailed on Mar. 29, 2021, issued in connection with U.S. Appl. No. 16/600,949, filed Oct. 14, 2019, 9 pages.
Notice of Allowance mailed on Jun. 3, 2021, issued in connection with U.S. Appl. No. 16/876,493, filed May 18, 2020, 7 pages.
Notice of Allowance mailed on Jun. 4, 2021, issued in connection with U.S. Appl. No. 16/528,265, filed Jul. 31, 2019, 17 pages.
Notice of Allowance mailed on Jun. 7, 2021, issued in connection with U.S. Appl. No. 16/528,224, filed Jul. 31, 2019, 9 pages.
Pre-Appeal Brief Decision mailed on Jun. 2, 2021, issued in connection with U.S. Appl. No. 16/213,570, filed Dec. 7, 2018, 2 pages.
Preinterview First Office Action mailed on Jan. 8, 2021, issued in connection with U.S. Appl. No. 16/798,967, filed Feb. 24, 2020, 4 pages.
Tsung-Hsien Wen et al: “A Network-based End-to-End Trainable Task-oriented Dialogue System”, CORR ARXIV, vol. 1604.04562v1, Apr. 15, 2016, pp. 1-11, XP055396370, Stroudsburg, PA, USA.
Advisory Action mailed on Jun. 10, 2020, issued in connection with U.S. Appl. No. 15/936,177, filed Mar. 26, 2018, 4 pages.
Advisory Action mailed on Apr. 24, 2020, issued in connection with U.S. Appl. No. 15/948,541, filed Apr. 9, 2018, 4 pages.
Advisory Action mailed on Jun. 28, 2018, issued in connection with U.S. Appl. No. 15/438,744, filed Feb. 21, 2017, 3 pages.
Advisory Action mailed on Dec. 31, 2018, issued in connection with U.S. Appl. No. 15/804,776, filed Nov. 6, 2017, 4 pages.
Advisory Action mailed on Jun. 9, 2020, issued in connection with U.S. Appl. No. 16/145,275, filed Sep. 28, 2018, 3 pages.
Anonymous,. S Voice or Google Now—The Lowdown. Apr. 28, 2015, 9 pages. [online], [retrieved on Nov. 29, 2017]. Retrieved from the Internet (URL:http://web.archive.org/web/20160807040123/http://lowdown.carphonewarehouse.com/news/s-voice-or-google-now/29958/).
AudioTron Quick Start Guide, Version 1.0, Mar. 2001, 24 pages.
AudioTron Reference Manual, Version 3.0, May 2002, 70 pages.
AudioTron Setup Guide, Version 3.0, May 2002, 38 pages.
Australian Patent Office, Australian Examination Report Action mailed on Apr. 14, 2020, issued in connection with Australian Application No. 2019202257, 3 pages.
Australian Patent Office, Australian Examination Report Action mailed on Oct. 3, 2019, issued in connection with Australian Application No. 2018230932, 3 pages.
Australian Patent Office, Australian Examination Report Action mailed on Aug. 7, 2020, issued in connection with Australian Application No. 2019236722, 4 pages.
Australian Patent Office, Examination Report mailed on Oct. 30, 2018, issued in connection with Australian Application No. 2017222436, 3 pages.
“Automatic Parameter Tying in Neural Networks” ICLR 2018, 14 pages.
Bertrand et al. “Adaptive Distributed Noise Reduction for Speech Enhancement in Wireless Acoustic Sensor Networks” Jan. 2010, 4 pages.
Bluetooth. “Specification of the Bluetooth System: The ad hoc Scatternet for affordable and highly functional wireless connectivity,” Core, Version 1.0 A, Jul. 26, 1999, 1068 pages.
Bluetooth. “Specification of the Bluetooth System: Wireless connections made easy,” Core, Version 1.0 B, Dec. 1, 1999, 1076 pages.
Canadian Patent Office, Canadian Office Action mailed on Nov. 14, 2018, issued in connection with Canadian Application No. 3015491, 3 pages.
Chinese Patent Office, First Office Action and Translation mailed on Mar. 20, 2019, issued in connection with Chinese Application No. 201780025028.2, 18 pages.
Chinese Patent Office, First Office Action and Translation mailed on Mar. 27, 2019, issued in connection with Chinese Application No. 201780025029.7, 9 pages.
Chinese Patent Office, First Office Action and Translation mailed on Nov. 5, 2019, issued in connection with Chinese Application No. 201780072651.3, 19 pages.
Chinese Patent Office, First Office Action mailed on Feb. 28, 2020, issued in connection with Chinese Application No. 201780061543.6, 29 pages.
Chinese Patent Office, Second Office Action and Translation mailed on May 11, 2020, issued in connection with Chinese Application No. 201780061543.6, 17 pages.
Chinese Patent Office, Second Office Action and Translation mailed on Jul. 18, 2019, issued in connection with Chinese Application No. 201780025029.7, 14 pages.
Chinese Patent Office, Second Office Action and Translation mailed on Sep. 23, 2019, issued in connection with Chinese Application No. 201780025028.2, 15 pages.
Chinese Patent Office, Second Office Action and Translation mailed on Mar. 31, 2020, issued in connection with Chinese Application No. 201780072651.3, 17 pages.
Chinese Patent Office, Third Office Action and Translation mailed on Sep. 16, 2019, issued in connection with Chinese Application No. 201780025029.7, 14 pages.
Chinese Patent Office, Third Office Action and Translation mailed on Aug. 5, 2020, issued in connection with Chinese Application No. 201780072651.3, 10 pages.
Chinese Patent Office, Translation of Office Action mailed on Jul. 18, 2019, issued in connection with Chinese Application No. 201780025029.7, 8 pages.
Cipriani,. The complete list of OK, Google commands—CNET. Jul. 1, 2016, 5 pages. [online], [retrieved on Jan. 15, 2020]. Retrieved from the Internet: (URL:https://web.archive.org/web/20160803230926/https://www.cnet.com/how-to/complete-list-of-ok-google--commands/).
Corrected Notice of Allowability mailed on Mar. 8, 2017, issued in connection with U.S. Appl. No. 15/229,855, filed Aug. 5, 2016, 6 pages.
Dell, Inc. “Dell Digital Audio Receiver: Reference Guide,” Jun. 2000, 70 pages.
Dell, Inc. “Start Here,” Jun. 2000, 2 pages.
“Denon 2003-2004 Product Catalog,” Denon, 2003-2004, 44 pages.
European Patent Office, European Extended Search Report mailed on Nov. 25, 2020, issued in connection with European Application No. 20185599.6, 9 pages.
European Patent Office, European Extended Search Report mailed on Feb. 3, 2020, issued in connection with European Application No. 19197116.7, 9 pages.
European Patent Office, European Extended Search Report mailed on Jan. 3, 2019, issued in connection with European Application No. 177570702, 8 pages.
European Patent Office, European Extended Search Report mailed on Jan. 3, 2019, issued in connection with European Application No. 17757075.1, 9 pages.
European Patent Office, European Extended Search Report mailed on Oct. 30, 2017, issued in connection with EP Application No. 17174435.2, 11 pages.
European Patent Office, European Extended Search Report mailed on Aug. 6, 2020, issued in connection with European Application No. 20166332.5, 10 pages.
European Patent Office, European Office Action mailed on Jul. 1, 2020, issued in connection with European Application No. 17757075.1, 7 pages.
European Patent Office, European Office Action mailed on Jan. 14, 2020, issued in connection with European Application No. 17757070.2, 7 pages.
European Patent Office, European Office Action mailed on Jan. 22, 2019, issued in connection with European Application No. 17174435.2, 9 pages.
European Patent Office, European Office Action mailed on Sep. 23, 2020, issued in connection with European Application No. 18788976.1, 7 pages.
European Patent Office, European Office Action mailed on Oct. 26, 2020, issued in connection with European Application No. 18760101.8, 4 pages.
European Patent Office, European Office Action mailed on Aug. 30, 2019, issued in connection with European Application No. 17781608.9, 6 pages.
European Patent Office, European Office Action mailed on Sep. 9, 2020, issued in connection with European Application No. 18792656.3, 10 pages.
European Patent Office, Summons to Attend Oral Proceedings mailed on Dec. 20, 2019, issued in connection with European Application No. 17174435.2, 13 pages.
Advisory Action mailed on Apr. 23, 2021, issued in connection with U.S. Appl. No. 16/219,702, filed Dec. 13, 2018, 3 pages.
Anonymous: “What are the function of 4 Microphones on iPhone 6S/6S+?”, ETrade Supply, Dec. 24, 2015, XP055646381, Retrieved from the Internet: URL:https://www.etradesupply.com/blog/4-microphones-iphone-6s6s-for/ [retrieved on Nov. 26, 2019].
Australian Patent Office, Australian Examination Report Action mailed on Apr. 7, 2021, issued in connection with Australian Application No. 2019333058, 2 pages.
Australian Patent Office, Examination Report mailed on Jun. 28, 2021, issued in connection with Australian Patent Application No. 2019395022, 2 pages.
Canadian Patent Office, Canadian Examination Report mailed on Mar. 9, 2021, issued in connection with Canadian Application No. 3067776, 5 pages.
Chinese Patent Office, Chinese Office Action and Translation mailed on Jul. 2, 2021, issued in connection with Chinese Application No. 201880077216.4, 22 pages.
Chinese Patent Office, Chinese Office Action and Translation mailed on Mar. 30, 2021, issued in connection with Chinese Application No. 202010302650.7, 15 pages.
Chinese Patent Office, First Office Action and Translation mailed on May 27, 2021, issued in connection with Chinese Application No. 201880026360.5, 15 pages.
Chinese Patent Office, First Office Action and Translation mailed on Dec. 28, 2020, issued in connection with Chinese Application No. 201880072203.8, 11 pages.
European Patent Office, European EPC Article 94.3 mailed on Feb. 23, 2021, issued in connection with European Application No. 17200837.7, 8 pages.
European Patent Office, European EPC Article 94.3 mailed on Feb. 26, 2021, issued in connection with European Application No. 18789515.6, 8 pages.
European Patent Office, European Office Action mailed on Jan. 21, 2021, issued in connection with European Application No. 17792272.1, 7 pages.
Final Office Action mailed on Feb. 10, 2021, issued in connection with U.S. Appl. No. 16/219,702, filed Dec. 13, 2018, 9 pages.
Final Office Action mailed on Feb. 10, 2021, issued in connection with U.S. Appl. No. 16/402,617, filed May 3, 2019, 13 pages.
Final Office Action mailed on Jul. 15, 2021, issued in connection with U.S. Appl. No. 16/153,530, filed Oct. 5, 2018, 22 pages.
Final Office Action mailed on Jun. 15, 2021, issued in connection with U.S. Appl. No. 16/819,755, filed Mar. 16, 2020, 12 pages.
Final Office Action mailed on Feb. 22, 2021, issued in connection with U.S. Appl. No. 15/936,177, filed Mar. 26, 2018, 20 pages.
Final Office Action mailed on Feb. 22, 2021, issued in connection with U.S. Appl. No. 16/213,570, filed Dec. 7, 2018, 12 pages.
Final Office Action mailed on Jun. 4, 2021, issued in connection with U.S. Appl. No. 16/168,389, filed Oct. 23, 2018, 38 pages.
Final Office Action mailed on Jun. 8, 2021, issued in connection with U.S. Appl. No. 16/271,550, filed Feb. 8, 2019, 41 pages.
First Action Interview Office Action mailed on Mar. 8, 2021, issued in connection with U.S. Appl. No. 16/798,967, filed Feb. 24, 2020, 4 pages.
Hans Speidel: “Chatbot Training: How to use training data to provide fully automated customer support”, Jun. 29, 2017, pp. 1-3, XP055473185, Retrieved from the Internet: URL:https://www.crowdguru.de/wp-content/uploads/Case-Study-Chatbot-training-How-to-use-training-data-to-provide-fully-automated-customer-support.pdf [retrieved on May 7, 2018].
Indian Patent Office, Examination Report mailed on May 24, 2021, issued in connection with Indian Patent Application No. 201847035595, 6 pages.
Indian Patent Office, Examination Report mailed on Feb. 25, 2021, issued in connection with Indian Patent Application No. 201847035625, 6 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Apr. 1, 2021, issued in connection with International Application No. PCT/US2019/052129, filed on Sep. 20, 2019, 13 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Jul. 1, 2021, issued in connection with International Application No. PCT/US2019/067576, filed on Dec. 19, 2019, 8 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Dec. 10, 2020, issued in connection with International Application No. PCT/US2019/033945, filed on May 25, 2018, 7 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Apr. 15, 2021, issued in connection with International Application No. PCT/US2019/054332, filed on Oct. 2, 2019, 9 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Mar. 25, 2021, issued in connection with International Application No. PCT/US2019/050852, filed on Sep. 12, 2019, 8 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Jan. 7, 2021, issued in connection with International Application No. PCT/US2019/039828, filed on Jun. 28, 2019, 11 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Apr. 8, 2021, issued in connection with International Application No. PCT/US2019/052654, filed on Sep. 24, 2019, 7 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Apr. 8, 2021, issued in connection with International Application No. PCT/US2019/052841, filed on Sep. 25, 2019, 8 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Apr. 8, 2021, issued in connection with International Application No. PCT/US2019/053253, filed on Sep. 26, 2019, 10 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Jun. 17, 2021, issued in connection with International Application No. PCT/US2019/064907, filed on Dec. 6, 2019, 8 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Mar. 2, 2021, issued in connection with International Application No. PCT/US2019/048558, filed on Aug. 28, 2019, 8 pages.
International Bureau, International Search Report and Written Opinion mailed on Dec. 11, 2019, issued in connection with International Application No. PCT/US2019/052129, filed on Sep. 20, 2019, 18 pages.
International Bureau, International Search Report and Written Opinion mailed on Nov. 13, 2018, issued in connection with International Application No. PCT/US2018/045397, filed on Aug. 6, 2018, 11 pages.
International Bureau, International Search Report and Written Opinion mailed on Jan. 14, 2019, issued in connection with International Application No. PCT/US2018053472, filed on Sep. 28, 2018, 10 pages.
International Bureau, International Search Report and Written Opinion mailed on Jul. 17, 2019, issued in connection with International Application No. PCT/US2019/032934, filed on May 17, 2019, 17 pages.
International Bureau, International Search Report and Written Opinion mailed on Nov. 18, 2019, issued in connection with International Application No. PCT/US2019/048558, filed on Aug. 28, 2019, 11 pages.
International Bureau, International Search Report and Written Opinion mailed on Apr. 23, 2021, issued in connection with International Application No. PCT/US2021/070007, filed on Jan. 6, 2021, 11 pages.
International Bureau, International Search Report and Written Opinion mailed on Sep. 27, 2019, issued in connection with International Application No. PCT/US2019/039828, filed on Jun. 28, 2019, 13 pages.
International Bureau, International Search Report and Written Opinion mailed on Nov. 29, 2019, issued in connection with International Application No. PCT/US2019/053523, filed on Sep. 29, 2019, 14 pages.
International Bureau, International Search Report and Written Opinion mailed on Sep. 4, 2019, issued in connection with International Application No. PCT/US2019/033945, filed on May 24, 2019, 8 pages.
Japanese Patent Office, Decision of Refusal and Translation mailed on Jun. 8, 2021, issued in connection with Japanese Patent Application No. 2019-073348, 5 pages.
Japanese Patent Office, English Translation of Office Action mailed on Nov. 17, 2020, issued in connection with Japanese Application No. 2019-145039, 5 pages.
Japanese Patent Office, Notice of Reasons for Refusal and Translation mailed on Jun. 22, 2021, issued in connection with Japanese Patent Application No. 2020-517935, 4 pages.
Japanese Patent Office, Office Action and Translation mailed on Mar. 16, 2021, issued in connection with Japanese Patent Application No. 2020-506725, 7 pages.
Japanese Patent Office, Office Action and Translation mailed on Apr. 20, 2021, issued in connection with Japanese Patent Application No. 2020-513852, 9 pages.
Japanese Patent Office, Office Action and Translation mailed on Feb. 24, 2021, issued in connection with Japanese Patent Application No. 2019-517281, 4 pages.
International Bureau, International Search Report and Written Opinion mailed on Apr. 8, 2020, issued in connection with International Application No. PCT/US2019/067576, filed on Dec. 19, 2019, 12 pages.
International Searching Authority, International Search Report and Written Opinion mailed on Dec. 19, 2018, in connection with International Application No. PCT/US2018/053517, 13 pages.
International Searching Authority, International Search Report and Written Opinion mailed on Nov. 22, 2017, issued in connection with International Application No. PCT/US2017/054063, filed on Sep. 28, 2017, 11 pages.
International Searching Authority, International Search Report and Written Opinion mailed on Jan. 23, 2018, issued in connection with International Application No. PCT/US2017/57220, filed on Oct. 18, 2017, 8 pages.
International Searching Authority, International Search Report and Written Opinion mailed on May 23, 2017, issued in connection with International Application No. PCT/US2017/018739, Filed on Feb. 21, 2017, 10 pages.
International Searching Authority, International Search Report and Written Opinion mailed on Oct. 23, 2017, issued in connection with International Application No. PCT/US2017/042170, filed on Jul. 14, 2017, 15 pages.
International Searching Authority, International Search Report and Written Opinion mailed on Oct. 24, 2017, issued in connection with International Application No. PCT/US2017/042227, filed on Jul. 14, 2017, 16 pages.
International Searching Authority, International Search Report and Written Opinion mailed on May 30, 2017, issued in connection with International Application No. PCT/US2017/018728, Filed on Feb. 21, 2017, 11 pages.
Japanese Patent Office, English Translation of Office Action mailed on Aug. 27, 2020, issued in connection with Japanese Application No. 2019-073349, 6 pages.
Japanese Patent Office, English Translation of Office Action mailed on Jul. 30, 2020, issued in connection with Japanese Application No. 2019-517281, 26 pages.
Japanese Patent Office, Non-Final Office Action and Translation mailed on Nov. 5, 2019, issued in connection with Japanese Patent Application No. 2019-517281, 6 pages.
Japanese Patent Office, Office Action and Translation mailed on Nov. 17, 2020, issued in connection with Japanese Patent Application No. 2019-145039, 7 pages.
Japanese Patent Office, Office Action and Translation mailed on Aug. 27, 2020, issued in connection with Japanese Patent Application No. 2019-073349, 6 pages.
Japanese Patent Office, Office Action and Translation mailed on Jul. 30, 2020, issued in connection with Japanese Patent Application No. 2019-517281, 6 pages.
Japanese Patent Office, Office Action and Translation mailed on Jul. 6, 2020, issued in connection with Japanese Patent Application No. 2019-073348, 10 pages.
Japanese Patent Office, Office Action and Translation mailed on Oct. 8, 2019, issued in connection with Japanese Patent Application No. 2019-521032, 5 pages.
Japanese Patent Office, Office Action Translation mailed on Nov. 5, 2019, issued in connection with Japanese Patent Application No. 2019-517281, 2 pages.
Japanese Patent Office, Office Action Translation mailed on Oct. 8, 2019, issued in connection with Japanese Patent Application No. 2019-521032, 8 pages.
Jo et al., “Synchronized One-to-many Media Streaming with Adaptive Playout Control,” Proceedings of SPIE, 2002, pp. 71-82, vol. 4861.
Johnson, “Implementing Neural Networks into Modern Technology,” IJCNN'99. International Joint Conference on Neural Networks . Proceedings [Cat. No. 99CH36339], Washington, DC, USA, 1999, pp. 1028-1032, vol. 2, doi: 10.1109/IJCNN.1999.831096. [retrieved on Jun. 22, 2020].
Jones, Stephen, “Dell Digital Audio Receiver: Digital upgrade for your analog stereo,” Analog Stereo, Jun. 24, 2000 http://www.reviewsonline.com/articles/961906864.htm retrieved Jun. 18, 2014, 2 pages.
Jose Alvarez and Mathieu Salzmann “Compression-aware Training of Deep Networks” 31st Conference on Neural Information Processing Systems, Nov. 13, 2017, 12pages.
Korean Patent Office, Korean Office Action and Translation mailed on Aug. 16, 2019, issued in connection with Korean Application No. 10-2018-7027452, 14 pages.
Korean Patent Office, Korean Office Action and Translation mailed on Apr. 2, 2020, issued in connection with Korean Application No. 10-2020-7008486, 12 pages.
Korean Patent Office, Korean Office Action and Translation mailed on Mar. 25, 2020, issued in connection with Korean Application No. 10-2019-7012192, 14 pages.
Korean Patent Office, Korean Office Action and Translation mailed on Aug. 26, 2020, issued in connection with Korean Application No. 10-2019-7027640, 16 pages.
Korean Patent Office, Korean Office Action and Translation mailed on Mar. 30, 2020, issued in connection with Korean Application No. 10-2020-7004425, 5 pages.
Korean Patent Office, Korean Office Action and Translation mailed on Sep. 9, 2019, issued in connection with Korean Application No. 10-2018-7027451, 21 pages.
Korean Patent Office, Korean Office Action mailed on May 8, 2019, issued in connection with Korean Application No. 10-2018-7027451, 7 pages.
Korean Patent Office, Korean Office Action mailed on May 8, 2019, issued in connection with Korean Application No. 10-2018-7027452, 5 pages.
Louderback, Jim, “Affordable Audio Receiver Furnishes Homes With MP3,” TechTV Vault. Jun. 28, 2000 retrieved Jul. 10, 2014, 2 pages.
Maja Taseska and Emanual A.P. Habets, “MMSE-Based Blind Source Extraction in Diffuse Noise Fields Using a Complex Coherence-Based a Priori Sap Estimator.” International Workshop on Acoustic Signal Enhancement 2012, Sep. 4-6, 2012, 4pages.
Morales-Cordovilla et al. “Room Localization for Distant Speech Recognition,” Proceedings of Interspeech 2014, Sep. 14, 2014, 4 pages.
Newman, Jared. “Chromecast Audio's multi-room support has arrived,” Dec. 11, 2015, https://www.pcworld.com/article/3014204/customer-electronic/chromcase-audio-s-multi-room-support-has . . . , 1 page.
Ngo et al. “Incorporating the Conditional Speech Presence Probability in Multi-Channel Wiener Filter Based Noise Reduction in Hearing Aids.” EURASIP Journal on Advances in Signal Processing vol. 2009, Jun. 2, 2009, 11 pages.
Non-Final Office Action mailed Dec. 21, 2020, issued in connection with U.S. Appl. No. 16/153,530, filed Oct. 5, 2018, 22 pages.
Non-Final Office Action mailed Dec. 9, 2020, issued in connection with U.S. Appl. No. 16/271,550, filed Feb. 8, 2019, 35 pages.
Non-Final Office Action mailed on Jun. 1, 2017, issued in connection with U.S. Appl. No. 15/223,218, filed Jul. 29, 2016, 7 pages.
Non-Final Office Action mailed on Nov. 2, 2017, issued in connection with U.S. Appl. No. 15/584,782, filed May 2, 2017, 11 pages.
Non-Final Office Action mailed on Nov. 3, 2017, issued in connection with U.S. Appl. No. 15/438,741, filed Feb. 21, 2017, 11 pages.
Non-Final Office Action mailed on Nov. 4, 2019, issued in connection with U.S. Appl. No. 16/022,662, filed Jun. 28, 2018, 16 pages.
Non-Final Office Action mailed on Sep. 5, 2019, issued in connection with U.S. Appl. No. 16/416,752, filed May 20, 2019, 14 pages.
Non-Final Office Action mailed on Feb. 7, 2017, issued in connection with U.S. Appl. No. 15/131,244, filed Apr. 18, 2016, 12 pages.
Non-Final Office Action mailed on Feb. 8, 2017, issued in connection with U.S. Appl. No. 15/098,892, filed Apr. 14, 2016, 17 pages.
Non-Final Office Action mailed on Mar. 9, 2017, issued in connection with U.S. Appl. No. 15/098,760, filed Apr. 14, 2016, 13 pages.
Non-Final Office Action mailed on Oct. 9, 2019, issued in connection with U.S. Appl. No. 15/936,177, filed Mar. 26, 2018, 16 pages.
Notice of Allowance mailed on Nov. 14, 2018, issued in connection with U.S. Appl. No. 15/297,627, filed Oct. 19, 2016, 5 pages.
Notice of Allowance mailed on Dec. 15, 2017, issued in connection with U.S. Appl. No. 15/223,218, filed Jul. 29, 2016, 7 pages.
Notice of Allowance mailed on Jan. 15, 2020, issued in connection with U.S. Appl. No. 16/439,009, filed Jun. 12, 2019, 9 pages.
Notice of Allowance mailed on Mar. 15, 2019, issued in connection with U.S. Appl. No. 15/804,776, filed Nov. 6, 2017, 9 pages.
Notice of Allowance mailed on Oct. 15, 2019, issued in connection with U.S. Appl. No. 16/437,437, filed Jun. 11, 2019, 9 pages.
Notice of Allowance mailed on Oct. 15, 2020, issued in connection with U.S. Appl. No. 16/715,713, filed Dec. 16, 2019, 9 pages.
Notice of Allowance mailed on Aug. 16, 2017, issued in connection with U.S. Appl. No. 15/098,892, filed Apr. 14, 2016, 9 pages.
Notice of Allowance mailed on Aug. 17, 2017, issued in connection with U.S. Appl. No. 15/131,244, filed Apr. 18, 2016, 9 pages.
Notice of Allowance mailed on Jul. 17, 2019, issued in connection with U.S. Appl. No. 15/718,911, filed Sep. 28, 2017, 5 pages.
Notice of Allowance mailed on Jun. 17, 2020, issued in connection with U.S. Appl. No. 16/141,875, filed Sep. 25, 2018, 6 pages.
Notice of Allowance mailed on Sep. 17, 2018, issued in connection with U.S. Appl. No. 15/211,689, filed Jul. 15, 2016, 6 pages.
Notice of Allowance mailed on Apr. 18, 2019, issued in connection with U.S. Appl. No. 16/173,797, filed Oct. 29, 2018, 9 pages.
Notice of Allowance mailed on Dec. 18, 2019, issued in connection with U.S. Appl. No. 16/434,426, filed Jun. 7, 2019, 13 pages.
Notice of Allowance mailed on Feb. 18, 2020, issued in connection with U.S. Appl. No. 16/022,662, filed Jun. 28, 2018, 8 pages.
Notice of Allowance mailed on Jul. 18, 2019, issued in connection with U.S. Appl. No. 15/438,749, filed Feb. 21, 2017, 9 pages.
Notice of Allowance mailed on Jul. 18, 2019, issued in connection with U.S. Appl. No. 15/721,141, filed Sep. 29, 2017, 8 pages.
Notice of Allowance mailed on Aug. 19, 2020, issued in connection with U.S. Appl. No. 16/271,560, filed Feb. 8, 2019, 9 pages.
Notice of Allowance mailed on Dec. 19, 2018, issued in connection with U.S. Appl. No. 15/818,051, filed Nov. 20, 2017, 9 pages.
Notice of Allowance mailed on Jul. 19, 2018, issued in connection with U.S. Appl. No. 15/681,937, filed Aug. 21, 2017, 7 pages.
Notice of Allowance mailed on Aug. 2, 2019, issued in connection with U.S. Appl. No. 16/102,650, filed Aug. 13, 2018, 5 pages.
Notice of Allowance mailed on Dec. 2, 2020, issued in connection with U.S. Appl. No. 15/989,715, filed May 25, 2018, 11 pages.
Notice of Allowance mailed on Sep. 2, 2020, issued in connection with U.S. Appl. No. 16/214,711, filed Dec. 10, 2018, 9 pages.
Notice of Allowance mailed on Jul. 20, 2020, issued in connection with U.S. Appl. No. 15/984,073, filed May 18, 2018, 12 pages.
Notice of Allowance mailed on Mar. 20, 2018, issued in connection with U.S. Appl. No. 15/784,952, filed Oct. 16, 2017, 7 pages.
Notice of Allowance mailed on Sep. 20, 2018, issued in connection with U.S. Appl. No. 15/946,599, filed Apr. 5, 2018, 7 pages.
Notice of Allowance mailed on Feb. 21, 2020, issued in connection with U.S. Appl. No. 16/416,752, filed May 20, 2019, 6 pages.
Notice of Allowance mailed on Jan. 21, 2020, issued in connection with U.S. Appl. No. 16/672,764, filed Nov. 4, 2019, 10 pages.
Notice of Allowance mailed on Oct. 21, 2019, issued in connection with U.S. Appl. No. 15/946,585, filed Apr. 5, 2018, 5 pages.
Notice of Allowance mailed on Aug. 22, 2017, issued in connection with U.S. Appl. No. 15/273,679, filed Sep. 22, 2016, 5 pages.
Notice of Allowance mailed on Jan. 22, 2018, issued in connection with U.S. Appl. No. 15/178,180, filed Jun. 9, 2016, 9 pages.
Notice of Allowance mailed on Jul. 22, 2020, issued in connection with U.S. Appl. No. 16/131,409, filed Sep. 14, 2018, 13 pages.
Notice of Allowance mailed on Jul. 22, 2020, issued in connection with U.S. Appl. No. 16/790,621, filed Feb. 13, 2020, 10 pages.
Notice of Allowance mailed on Apr. 24, 2019, issued in connection with U.S. Appl. No. 16/154,469, filed Oct. 8, 2018, 5 pages.
Notice of Allowance mailed on Aug. 26, 2020, issued in connection with U.S. Appl. No. 15/948,541, filed Apr. 9, 2018, 9 pages.
Notice of Allowance mailed on Apr. 27, 2020, issued in connection with U.S. Appl. No. 16/700,607, filed Dec. 2, 2019, 10 pages.
Notice of Allowance mailed on Mar. 27, 2019, issued in connection with U.S. Appl. No. 16/214,666, filed Dec. 10, 2018, 6 pages.
Notice of Allowance mailed on Mar. 28, 2018, issued in connection with U.S. Appl. No. 15/699,982, filed Sep. 8, 2017, 17 pages.
Notice of Allowance mailed on Dec. 29, 2017, issued in connection with U.S. Appl. No. 15/131,776, filed Apr. 18, 2016, 13 pages.
Notice of Allowance mailed on Jun. 29, 2020, issued in connection with U.S. Appl. No. 16/216,357, filed Dec. 11, 2018, 8 pages.
Notice of Allowance mailed on May 29, 2020, issued in connection with U.S. Appl. No. 16/148,879, filed Oct. 1, 2018, 6 pages.
Notice of Allowance mailed on Apr. 3, 2019, issued in connection with U.S. Appl. No. 16/160,107, filed Oct. 15, 2018, 7 pages.
Notice of Allowance mailed on Jul. 30, 2018, issued in connection with U.S. Appl. No. 15/098,718, filed Apr. 14, 2016, 5 pages.
Notice of Allowance mailed on Jul. 30, 2019, issued in connection with U.S. Appl. No. 15/131,254, filed Apr. 18, 2016, 9 pages.
Notice of Allowance mailed on Mar. 30, 2020, issued in connection with U.S. Appl. No. 15/973,413, filed May 7, 2018, 5 pages.
Advisory Action mailed on Aug. 13, 2021, issued in connection with U.S. Appl. No. 16/271,550, filed Feb. 8, 2019, 4 pages.
Advisory Action mailed on Feb. 28, 2022, issued in connection with U.S. Appl. No. 16/813,643, filed Mar. 9, 2020, 3 pages.
Advisory Action mailed on Sep. 8, 2021, issued in connection with U.S. Appl. No. 16/168,389, filed Oct. 23, 2018, 4 pages.
Andra et al. Contextual Keyword Spotting in Lecture Video With Deep Convolutional Neural Network. 2017 International Conference on Advanced Computer Science and Information Systems, IEEE, Oct. 28, 2017, 6 pages.
Audhkhasi Kartik et al. End-to-end ASR-free keyword search from speech. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, Mar. 5, 2017, 7 pages.
Australian Patent Office, Australian Examination Report Action mailed on May 19, 2022, issued in connection with Australian Application No. 2021212112, 2 pages.
Australian Patent Office, Australian Examination Report Action mailed on Mar. 4, 2022, issued in connection with Australian Application No. 2021202786, 2 pages.
Canadian Patent Office, Canadian Examination Report mailed on Dec. 1, 2021, issued in connection with Canadian Application No. 3096442, 4 pages.
Canadian Patent Office, Canadian Examination Report mailed on Nov. 2, 2021, issued in connection with Canadian Application No. 3067776, 4 pages.
Canadian Patent Office, Canadian Examination Report mailed on Oct. 26, 2021, issued in connection with Canadian Application No. 3072492, 3 pages.
Canadian Patent Office, Canadian Examination Report mailed on Mar. 29, 2022, issued in connection with Canadian Application No. 3111322, 3 pages.
Chinese Patent Office, First Office Action and Translation mailed on Dec. 1, 2021, issued in connection with Chinese Application No. 201780077204.7, 11 pages.
Chinese Patent Office, First Office Action and Translation mailed on Dec. 20, 2021, issued in connection with Chinese Application No. 202010302650.7, 10 pages.
Chinese Patent Office, Second Office Action and Translation mailed on Mar. 3, 2022, issued in connection with Chinese Application No. 201880077216.4, 11 pages.
Chung et al. Empirical Evaluation of Gated Recurrent Neural Network on Sequence Modeling. Dec. 11, 2014, 9 pages.
Couke et al. Efficient Keyword Spotting using Dilated Convolutions and Gating, arXiv:1811.07684v2, Feb. 18, 2019, 5 pages.
European Patent Office, European EPC Article 94.3 mailed on Mar. 11, 2022, issued in connection with European Application No. 19731415.6, 7 pages.
European Patent Office, European EPC Article 94.3 mailed on Nov. 11, 2021, issued in connection with European Application No. 19784172.9, 5 pages.
European Patent Office, European EPC Article 94.3 mailed on May 2, 2022, issued in connection with European Application No. 20185599.6, 7 pages.
European Patent Office, European EPC Article 94.3 mailed on Mar. 3, 2022, issued in connection with European Application No. 19740292.8, 10 pages.
European Patent Office, European Extended Search Report mailed on Oct. 7, 2021, issued in connection with European Application No. 21193616.6, 9 pages.
European Patent Office, European Extended Search Report mailed on Apr. 22, 2022, issued in connection with European Application No. 21195031.6, 14 pages.
European Patent Office, European Search Report mailed on Mar. 1, 2022, issued in connection with European Application No. 21180778.9, 9 pages.
European Patent Office, Examination Report mailed on Jul. 15, 2021, issued in connection with European Patent Application No. 19729968.8, 7 pages.
European Patent Office, Extended Search Report mailed on Aug. 13, 2021, issued in connection with European Patent Application No. 21164130.3, 11 pages.
European Patent Office, Extended Search Report mailed on May 16, 2018, issued in connection with European Patent Application No. 17200837.7, 11 pages.
European Patent Office, Extended Search Report mailed on Jul. 25, 2019, issued in connection with European Patent Application No. 18306501.0, 14 pages.
European Patent Office, Extended Search Report mailed on May 29, 2020, issued in connection with European Patent Application No. 19209389.6, 8 pages.
European Patent Office, Summons to Attend Oral Proceedings mailed on Feb. 4, 2022, issued in connection with European Application No. 17757075.1, 10 pages.
European Patent Office, Summons to Attend Oral Proceedings mailed on Dec. 9, 2021, issued in connection with European Application No. 17200837.7, 10 pages.
Final Office Action mailed Jul. 23, 2021, issued in connection with U.S. Appl. No. 16/439,046, filed Jun. 12, 2019, 12 pages.
Final Office Action mailed on Dec. 17, 2021, issued in connection with U.S. Appl. No. 16/813,643, filed Mar. 9, 2020, 12 pages.
Final Office Action mailed on Mar. 21, 2022, issued in connection with U.S. Appl. No. 16/153,530, filed Oct. 5, 2018, 23 pages.
Final Office Action mailed on Nov. 29, 2021, issued in connection with U.S. Appl. No. 17/236,559, filed Apr. 21, 2021, 11 pages.
Final Office Action mailed on Oct. 4, 2021, issued in connection with U.S. Appl. No. 16/806,747, filed Mar. 2, 2020, 17 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Aug. 10, 2021, issued in connection with International Application No. PCT/US2020/017150, filed on Feb. 7, 2020, 20 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Mar. 10, 2020, issued in connection with International Application No. PCT/US2018/050050, filed on Sep. 7, 2018, 7 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Jan. 15, 2019, issued in connection with International Application No. PCT/US2017/042170, filed on Jul. 14, 2017, 7 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Jan. 15, 2019, issued in connection with International Application No. PCT/US2017/042227, filed on Jul. 14, 2017, 7 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Aug. 27, 2019, issued in connection with International Application No. PCT/US2018/019010, filed on Feb. 21, 2018, 9 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Mar. 31, 2020, issued in connection with International Application No. PCT/US2018/053517, filed on Sep. 28, 2018, 10 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Feb. 5, 2019, issued in connection with International Application No. PCT/US2017/045521, filed on Aug. 4, 2017, 7 pages.
International Bureau, International Preliminary Report on Patentability and Written Opinion, mailed on Feb. 5, 2019, issued in connection with International Application No. PCT/US2017/045551, filed on Aug. 4, 2017, 9 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Apr. 26, 2022, issued in connection with International Application No. PCT/US2020/056632, filed on Oct. 21, 2020, 7 pages.
International Bureau, International Search Report and Written Opinion mailed on Nov. 14, 2017, issued in connection with International Application No. PCT/US2017/045521, filed on Aug. 4, 2017, 10 pages.
International Bureau, International Search Report and Written Opinion mailed on Mar. 2, 2020, issued in connection with International Application No. PCT/US2019/064907, filed on Dec. 6, 2019, 9 pages.
International Bureau, International Search Report and Written Opinion mailed on Oct. 22, 2020, issued in connection with International Application No. PCT/US2020/044282, filed on Jul. 30, 2020, 15 pages.
International Bureau, International Search Report and Written Opinion mailed on Jul. 24, 2018, issued in connection with International Application No. PCT/US2018/019010, filed on Feb. 21, 2018, 12 pages.
International Bureau, International Search Report and Written Opinion, mailed on Feb. 27, 2019, issued in connection with International Application No. PCT/US2018/053123, filed on Sep. 27, 2018, 16 pages.
International Bureau, International Search Report and Written Opinion mailed on Aug. 6, 2020, issued in connection with International Application No. PCT/FR2019/000081, filed on May 24, 2019, 12 pages.
Notice of Allowance mailed on Jan. 14, 2022, issued in connection with U.S. Appl. No. 16/966,397, filed Jul. 30, 2020, 5 pages.
Notice of Allowance mailed on Oct. 15, 2021, issued in connection with U.S. Appl. No. 16/213,570, filed Dec. 7, 2018, 8 pages.
Notice of Allowance mailed on Sep. 15, 2021, issued in connection with U.S. Appl. No. 16/685,135, filed Nov. 15, 2019, 10 pages.
Notice of Allowance mailed on Dec. 2, 2021, issued in connection with U.S. Appl. No. 16/841,116, filed Apr. 6, 2020, 5 pages.
Notice of Allowance mailed on Oct. 20, 2021, issued in connection with U.S. Appl. No. 16/439,032, filed Jun. 12, 2019, 8 pages.
Notice of Allowance mailed on Dec. 21, 2021, issued in connection with U.S. Appl. No. 16/271,550, filed Feb. 8, 2019, 11 pages.
Notice of Allowance mailed on Nov. 22, 2021, issued in connection with U.S. Appl. No. 16/834,483, filed Mar. 30, 2020, 10 pages.
Notice of Allowance mailed on Aug. 23, 2021, issued in connection with U.S. Appl. No. 16/109,375, filed Aug. 22, 2018, 10 pages.
Notice of Allowance mailed on Mar. 24, 2022, issued in connection with U.S. Appl. No. 16/378,516, filed Apr. 8, 2019, 7 pages.
Notice of Allowance mailed on Oct. 25, 2021, issued in connection with U.S. Appl. No. 16/723,909, filed Dec. 20, 2019, 11 pages.
Notice of Allowance mailed on Sep. 29, 2021, issued in connection with U.S. Appl. No. 16/876,493, filed May 18, 2020, 5 pages.
Notice of Allowance mailed on Mar. 3, 2022, issued in connection with U.S. Appl. No. 16/679,538, filed Nov. 11, 2019, 7 pages.
Notice of Allowance mailed on Apr. 8, 2022, issued in connection with U.S. Appl. No. 16/813,643, filed Mar. 9, 2020, 7 pages.
Notice of Allowance mailed on Nov. 8, 2021, issued in connection with U.S. Appl. No. 17/008,104, filed Aug. 31, 2020, 9 pages.
Notice of Allowance mailed on Dec. 9, 2021, issued in connection with U.S. Appl. No. 16/845,946, filed Apr. 10, 2020, 10 pages.
Notice of Allowance mailed on Feb. 9, 2022, issued in connection with U.S. Appl. No. 17/247,736, filed Dec. 21, 2020, 8 pages.
Oord et al. WaveNet: A Generative Model for Raw Audio. Arxiv.org, Cornell University Library, Sep. 12, 2016, 15 pages.
Parada et al. Contextual Information Improves OOV Detection in Speech. Proceedings of the 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Jun. 2, 2010, 9 pages.
Pre-Appeal Brief Decision mailed on Jan. 18, 2022, issued in connection with U.S. Appl. No. 16/806,747, filed Mar. 2, 2020, 2 pages.
Renato De Mori. Spoken Language Understanding: A Survey. Automatic Speech Recognition & Understanding, 2007. IEEE, Dec. 1, 2007, 56 pages.
Rybakov et al. Streaming keyword spotting on mobile devices, arXiv:2005.06720v2, Jul. 29, 2020, 5 pages.
Shan et al. Attention-based End-to-End Models for Small-Footprint Keyword Spotting, arXiv:1803.10916v1, Mar. 29, 2018, 5 pages.
Snips: How to Snips—Assistant creation & Installation, Jun. 26, 2017, 6 pages.
Speidel, Hans. Chatbot Training: How to use training data to provide fully automated customer support. Retrieved from the Internet: URL: https://www.crowdguru.de/wp-content/uploads/Case-Study-Chatbox-training-How-to-use-training-data-to-provide-fully-automated-customer-support.pdf. Jun. 29, 2017, 4 pages.
Stemmer et al. Speech Recognition and Understanding on Hardware-Accelerated DSP. Proceedings of Interspeech 2017: Show & Tell Contribution, Aug. 20, 2017, 2 pages.
Tsung-Hsien Wen et al: “A Network-based End-to-End Trainable Task-oriented Dialogue System”, CORR (ARXIV), vol. 1604.04562v1, Apr. 15, 2016 (Apr. 15, 2016), pp. 1-11.
Wen et al. A Network-based End-to-End Trainable Task-oriented Dialogue System, CORR (ARXIV), Apr. 15, 2016, 11 pages.
Wu et al. End-to-End Recurrent Entity Network for Entity-Value Independent Goal-Oriented Dialog Learning. DSTC6—Dialog System Technology Challenges, Dec. 10, 2017, 5 pages.
Xiaoguang et al. “Robust Small-Footprint Keyword Spotting Using Sequence-To-Sequence Model with Connectionist Temporal Classifier”, 2019 IEEE, Sep. 28, 2019, 5 pages.
Xu et al. An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking. ARXIV.org, Cornell University Library, May 3, 2018, 10 pages.
Zaykovskiy, Dmitry. Survey of the Speech Recognition Techniques for Mobile Devices. Proceedings of Specom 2006, Jun. 25, 2006, 6 pages.
International Bureau, International Search Report and Written Opinion mailed on Dec. 6, 2018, issued in connection with International Application No. PCT/US2018/050050, filed on Sep. 7, 2018, 9 pages.
International Bureau, International Search Report and Written Opinion mailed on Oct. 6, 2017, issued in connection with International Application No. PCT/US2017/045551, filed on Aug. 4, 2017, 12 pages.
International Searching Authority, International Search Report and Written Opinion mailed on Feb. 8, 2021, issued in connection with International Application No. PCT/EP2020/082243, filed on Nov. 16, 2020, 10 pages.
International Searching Authority, International Search Report and Written Opinion mailed on Feb. 12, 2021, issued in connection with International Application No. PCT/US2020/056632, filed on Oct. 21, 2020, 10 pages.
International Searching Authority, International Search Report and Written Opinion mailed on Apr. 23, 2021, issued in connection with International Application No. PCT/US2020/066231, filed on Dec. 18, 2020, 9 pages.
Japanese Patent Office, Notice of Reasons for Refusal and Translation mailed on Nov. 28, 2021, issued in connection with Japanese Patent Application No. 2020-550102, 9 pages.
Japanese Patent Office, Office Action mailed on Dec. 7, 2021, issued in connection with Japanese Patent Application No. 2020-513852, 6 pages.
Ketabdar et al. Detection of Out-of-Vocabulary Words in Posterior Based ASR. Proceedings of Interspeech 2007, Aug. 27, 2007, 4 pages.
Kim et al. Character-Aware Neural Language Models. Retrieved from the Internet: URL: https://arxiv.org/pdf/1508.06615v3.pdf, Oct. 16, 2015, 9 pages.
Korean Patent Office, Korean Examination Report and Translation mailed on Apr. 19, 2022, issued in connection with Korean Application No. 10-2021-7008937, 14 pages.
Korean Patent Office, Korean Examination Report and Translation mailed on Nov. 25, 2021, issued in connection with Korean Application No. 10-2021-7008937, 14 pages.
Korean Patent Office, Korean Examination Report and Translation mailed on Dec. 27, 2021, issued in connection with Korean Application No. 10-2021-7008937, 22 pages.
Korean Patent Office, Korean Office Action and Translation mailed on Oct. 14, 2021, issued in connection with Korean Application No. 10-2020-7011843, 29 pages.
Lei et al. Accurate and Compact Large Vocabulary Speech Recognition on Mobile Devices. Interspeech 2013, Aug. 25, 2013, 4 pages.
Lengerich et al. An End-to-End Architecture for Keyword Spotting and Voice Activity Detection, arXiv:1611.09405v1, Nov. 28, 2016, 5 pages.
Matrix—The Ultimate Development Board Sep. 14, 2019 Matrix—The Ultimate Development Board Sep. 14, 2019 https-//web.archive.org/web/20190914035838/https-//www.matrix.one/ , 1 page.
Mesaros et al. Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge. IEEE/ACM Transactions on Audio, Speech, and Language Processing. Feb. 2018, 16 pages.
Molina et al., “Maximum Entropy-Based Reinforcement Learning Using a Confidence Measure in Speech Recognition for Telephone Speech,” in IEEE Transactions on Audio, Speech, and Language Processing, vol. 18, No. 5, pp. 1041-1052, Jul. 2010, doi: 10.1109/TASL.2009.2032618. [Retrieved online] URLhttps://ieeexplore.ieee.org/document/5247099?partnum=5247099&searchProductType=IEEE%20Journals%20Transactions.
Non-Final Office Action mailed Jul. 22, 2021, issued in connection with U.S. Appl. No. 16/179,779, filed Nov. 2, 2018, 19 pages.
Non-Final Office Action mailed on Aug. 11, 2021, issued in connection with U.S. Appl. No. 16/841,116, filed Apr. 6, 2020, 9 pages.
Non-Final Office Action mailed on Feb. 11, 2022, issued in connection with U.S. Appl. No. 17/145,667, filed Jan. 11, 2021, 9 pages.
Non-Final Office Action mailed on Oct. 13, 2021, issued in connection with U.S. Appl. No. 16/679,538, filed Nov. 11, 2019, 8 pages.
Non-Final Office Action mailed on Sep. 16, 2021, issued in connection with U.S. Appl. No. 16/879,553, filed May 20, 2020, 24 pages.
Non-Final Office Action mailed on Aug. 17, 2021, issued in connection with U.S. Appl. No. 17/236,559, filed Apr. 21, 2021, 10 pages.
Non-Final Office Action mailed on Aug. 18, 2021, issued in connection with U.S. Appl. No. 16/845,946, filed Apr. 10, 2020, 14 pages.
Non-Final Office Action mailed on Sep. 2, 2021, issued in connection with U.S. Appl. No. 16/947,895, filed Aug. 24, 2020, 16 pages.
Non-Final Office Action mailed on Mar. 23, 2022, issued in connection with U.S. Appl. No. 16/907,953, filed Jun. 22, 2020, 7 pages.
Non-Final Office Action mailed on May 24, 2022, issued in connection with U.S. Appl. No. 17/101,949, filed Nov. 23, 2020, 10 pages.
Non-Final Office Action mailed on May 26, 2022, issued in connection with U.S. Appl. No. 16/989,805, filed Aug. 10, 2020, 14 pages.
Non-Final Office Action mailed on Oct. 26, 2021, issued in connection with U.S. Appl. No. 16/736,725, filed Jan. 7, 2020, 12 pages.
Non-Final Office Action mailed on Mar. 28, 2022, issued in connection with U.S. Appl. No. 17/222,151, filed Apr. 5, 2021, 5 pages.
Non-Final Office Action mailed on Oct. 28, 2021, issued in connection with U.S. Appl. No. 16/378,516, filed Apr. 8, 2019, 10 pages.
Non-Final Office Action mailed on Oct. 28, 2021, issued in connection with U.S. Appl. No. 17/247,736, filed Dec. 21, 2020, 12 pages.
Non-Final Office Action mailed on Jan. 4, 2022, issued in connection with U.S. Appl. No. 16/879,549, filed May 20, 2020, 14 pages.
Non-Final Office Action mailed on Nov. 5, 2021, issued in connection with U.S. Appl. No. 16/153,530, filed Oct. 5, 2018, 21 pages.
Non-Final Office Action mailed on Dec. 7, 2021, issued in connection with U.S. Appl. No. 16/168,389, filed Oct. 23, 2018, 36 pages.
Non-Final Office Action mailed on Jan. 7, 2022, issued in connection with U.S. Appl. No. 17/135,123, filed Dec. 28, 2020, 16 pages.
Non-Final Office Action mailed on Mar. 7, 2022, issued in connection with U.S. Appl. No. 16/812,758, filed Mar. 9, 2020, 18 pages.
Non-Final Office Action mailed on Feb. 8, 2022, issued in connection with U.S. Appl. No. 16/806,747, filed Mar. 2, 2020, 17 pages.
Notice of Allowance mailed Aug. 10, 2021, issued in connection with U.S. Appl. No. 17/157,686, filed Jan. 25, 2021, 9 pages.
Notice of Allowance mailed Aug. 2, 2021, issued in connection with U.S. Appl. No. 16/660,197, filed Oct. 22, 2019, 7 pages.
Notice of Allowance mailed Aug. 4, 2021, issued in connection with U.S. Appl. No. 16/780,483, filed Feb. 3, 2020, 5 pages.
Notice of Allowance mailed on Feb. 1, 2022, issued in connection with U.S. Appl. No. 16/439,046, filed Jun. 12, 2019, 9 pages.
Notice of Allowance mailed on Mar. 1, 2022, issued in connection with U.S. Appl. No. 16/879,549, filed May 20, 2020, 9 pages.
Notice of Allowance mailed on Sep. 1, 2021, issued in connection with U.S. Appl. No. 15/936,177, filed Mar. 26, 2018, 22 pages.
Notice of Allowance mailed on May 11, 2022, issued in connection with U.S. Appl. No. 17/135,123, filed Dec. 28, 2020, 8 pages.
Notice of Allowance mailed on May 11, 2022, issued in connection with U.S. Appl. No. 17/145,667, filed Jan. 11, 2021, 7 pages.
Notice of Allowance mailed on Aug. 12, 2021, issued in connection with U.S. Appl. No. 16/819,755, filed Mar. 16, 2020, 6 pages.
Notice of Allowance mailed on Apr. 13, 2022, issued in connection with U.S. Appl. No. 17/236,559, filed Apr. 21, 2021, 7 pages.
Notice of Allowance mailed on Dec. 13, 2021, issued in connection with U.S. Appl. No. 16/879,553, filed May 20, 2020, 15 pages.
Final Office Action mailed on Nov. 10, 2020, issued in connection with U.S. Appl. No. 16/600,644, filed Oct. 14, 2019, 19 pages.
Final Office Action mailed on Apr. 11, 2019, issued in connection with U.S. Appl. No. 15/131,254, filed Apr. 18, 2016, 17 pages.
Final Office Action mailed on Aug. 11, 2017, issued in connection with U.S. Appl. No. 15/131,776, filed Apr. 18, 2016, 7 pages.
Final Office Action mailed on Dec. 11, 2019, issued in connection with U.S. Appl. No. 16/227,308, filed Dec. 20, 2018, 10 pages.
Final Office Action mailed on Sep. 11, 2019, issued in connection with U.S. Appl. No. 16/178,122, filed Nov. 1, 2018, 13 pages.
Final Office Action mailed on Apr. 13, 2018, issued in connection with U.S. Appl. No. 15/131,254, filed Apr. 18, 2016, 18 pages.
Final Office Action mailed on Apr. 13, 2018, issued in connection with U.S. Appl. No. 15/438,744, filed Feb. 21, 2017, 20 pages.
Final Office Action mailed on May 13, 2020, issued in connection with U.S. Appl. No. 16/153,530, filed Oct. 5, 2018, 20 pages.
Final Office Action mailed on Jun. 15, 2017, issued in connection with U.S. Appl. No. 15/098,718, filed Apr. 14, 2016, 15 pages.
Final Office Action mailed on Oct. 15, 2018, issued in connection with U.S. Appl. No. 15/804,776, filed Nov. 6, 2017, 18 pages.
Final Office Action mailed on Oct. 15, 2020, issued in connection with U.S. Appl. No. 16/109,375, filed Aug. 22, 2018, 9 pages.
Final Office Action mailed on Oct. 16, 2018, issued in connection with U.S. Appl. No. 15/438,725, filed Feb. 21, 2017, 10 pages.
Final Office Action mailed on May 18, 2020, issued in connection with U.S. Appl. No. 16/177,185, filed Oct. 31, 2018, 16 pages.
Final Office Action mailed on Feb. 21, 2018, issued in connection with U.S. Appl. No. 15/297,627, filed Oct. 19, 2016, 12 pages.
Final Office Action mailed on May 21, 2020, issued in connection with U.S. Appl. No. 15/989,715, filed May 25, 2018, 21 pages.
Final Office Action mailed on Jun. 22, 2020, issued in connection with U.S. Appl. No. 16/179,779, filed Nov. 2, 2018, 16 pages.
Final Office Action mailed on Mar. 23, 2020, issued in connection with U.S. Appl. No. 16/145,275, filed Sep. 28, 2018, 11 pages.
Final Office Action mailed on Feb. 24, 2020, issued in connection with U.S. Appl. No. 15/936,177, filed Mar. 26, 2018, 20 pages.
Final Office Action mailed on Apr. 26, 2019, issued in connection with U.S. Appl. No. 15/721,141, filed Sep. 29, 2017, 20 pages.
Final Office Action mailed on Apr. 30, 2019, issued in connection with U.S. Appl. No. 15/098,760, filed Apr. 14, 2016, 6 pages.
Final Office Action mailed on Feb. 5, 2019, issued in connection with U.S. Appl. No. 15/438,749, filed Feb. 21, 2017, 17 pages.
Final Office Action mailed on Feb. 7, 2020, issued in connection with U.S. Appl. No. 15/948,541, filed Apr. 9, 2018, 8 pages.
Final Office Action mailed on Sep. 8, 2020, issued in connection with U.S. Appl. No. 16/213,570, filed Dec. 7, 2018, 12 pages.
Fiorenza Arisio et al. “Deliverable 1.1 User Study, analysis of requirements and definition of the application task,” May 31, 2012, http://dirha.fbk.eu/sites/dirha.fbk.eu/files/docs/DIRHA_D1.1., 31 pages.
First Action Interview Office Action mailed on Aug. 14, 2019, issued in connection with U.S. Appl. No. 16/227,308, filed Dec. 20, 2018, 4 pages.
First Action Interview Office Action mailed on Jun. 15, 2020, issued in connection with U.S. Appl. No. 16/213,570, filed Dec. 7, 2018, 4 pages.
First Action Interview Office Action mailed on Jun. 2, 2020, issued in connection with U.S. Appl. No. 16/109,375, filed Aug. 22, 2018, 10 pages.
First Action Interview Office Action mailed on Jan. 22, 2020, issued in connection with U.S. Appl. No. 15/989,715, filed May 25, 2018, 3 pages.
First Action Interview Office Action mailed on Jul. 5, 2019, issued in connection with U.S. Appl. No. 16/227,308, filed Dec. 20, 2018, 4 pages.
Freiberger, Karl, “Development and Evaluation of Source Localization Algorithms for Coincident Microphone Arrays,” Diploma Thesis, Apr. 1, 2010, 106 pages.
Giacobello et al. “A Sparse Nonuniformly Partitioned Multidelay Filter for Acoustic Echo Cancellation,” 2013, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct. 2013, New Paltz, NY, 4 pages.
Giacobello et al. “Tuning Methodology for Speech Enhancement Algorithms using a Simulated Conversational Database and Perceptual Objective Measures,” 2014, 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays HSCMA, 2014, 5 pages.
Han et al. “Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding.” ICLR 2016, Feb. 15, 2016, 14 pages.
Helwani et al “Source-domain adaptive filtering for MIMO systems with application to acoustic echo cancellation”, Acoustics Speech and Signal Processing, 2010 IEEE International Conference, Mar. 14, 2010, 4 pages.
Hirano et al. “A Noise-Robust Stochastic Gradient Algorithm with an Adaptive Step-Size Suitable for Mobile Hands-Free Telephones,” 1995, International Conference on Acoustics, Speech, and Signal Processing, vol. 2, 4 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Apr. 11, 2019, issued in connection with International Application No. PCT/US2017/0054063, filed on Sep. 28, 2017, 9 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Feb. 20, 2020, issued in connection with International Application No. PCT/US2018/045397, filed on Aug. 6, 2018, 8 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Apr. 23, 2019, issued in connection with International Application No. PCT/US2017/057220, filed on Oct. 18, 2017, 7 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Mar. 31, 2020, issued in connection with International Application No. PCT/US2018053123, filed on Sep. 27, 2018, 12 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Mar. 31, 2020, issued in connection with International Application No. PCT/US2018053472, filed on Sep. 28, 2018, 8 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Mar. 31, 2020, issued in connection with International Application No. PCT/US2018053517, filed on Sep. 28, 2018, 10 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Sep. 7, 2018, issued in connection with International Application No. PCT/US2017/018728, filed on Feb. 21, 2017, 8 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Sep. 7, 2018, issued in connection with International Application No. PCT/US2017/018739, filed on Feb. 21, 2017, 7 pages.
Advisory Action mailed on Nov. 7, 2022, issued in connection with U.S. Appl. No. 16/168,389, filed Oct. 23, 2018, 4 pages.
Advisory Action mailed on Dec. 13, 2023, issued in connection with U.S. Appl. No. 18/048,034, filed Oct. 20, 2022, 4 pages.
Australian Patent Office, Australian Examination Report Action mailed on Nov. 10, 2022, issued in connection with Australian Application No. 2018312989, 2 pages.
Australian Patent Office, Australian Examination Report Action mailed on Jul. 11, 2023, issued in connection with Australian Application No. 2022246446, 2 pages.
Australian Patent Office, Australian Examination Report Action mailed on Jun. 14, 2023, issued in connection with Australian Application No. 2019299865, 2 pages.
Australian Patent Office, Australian Examination Report Action mailed on Sep. 25, 2023, issued in connection with Australian Application No. 2018338812, 3 pages.
Australian Patent Office, Australian Examination Report Action mailed on Sep. 28, 2022, issued in connection with Australian Application No. 2018338812, 3 pages.
Australian Patent Office, Australian Examination Report Action mailed on Oct. 31, 2023, issued in connection with Australian Application No. 2023203687, 2 pages.
Canadian Patent Office, Canadian Examination Report mailed on Oct. 12, 2023, issued in connection with Canadian Application No. 3084279, 4 pages.
Canadian Patent Office, Canadian Examination Report mailed on Sep. 14, 2022, issued in connection with Canadian Application No. 3067776, 4 pages.
Canadian Patent Office, Canadian Examination Report mailed on Dec. 19, 2023, issued in connection with Canadian Application No. 3067776, 3 pages.
Canadian Patent Office, Canadian Examination Report mailed on Oct. 19, 2022, issued in connection with Canadian Application No. 3123601, 5 pages.
Canadian Patent Office, Canadian Examination Report mailed on Jan. 3, 2024, issued in connection with Canadian Application No. 3123601, 3 pages.
Canadian Patent Office, Canadian Examination Report mailed on Jun. 7, 2022, issued in connection with Canadian Application No. 3105494, 5 pages.
Chinese Patent Office, First Office Action and Translation mailed on Jun. 1, 2021, issued in connection with Chinese Application No. 201980089721.5, 21 pages.
Chinese Patent Office, First Office Action and Translation mailed on Feb. 9, 2023, issued in connection with Chinese Application No. 201880076788.0, 13 pages.
Chinese Patent Office, First Office Action and Translation mailed on Oct. 9, 2022, issued in connection with Chinese Application No. 201780056695.7, 10 pages.
Chinese Patent Office, First Office Action and Translation mailed on Nov. 10, 2022, issued in connection with Chinese Application No. 201980070006.7, 15 pages.
Chinese Patent Office, First Office Action and Translation mailed on Jan. 19, 2023, issued in connection with Chinese Application No. 201880064916.X, 10 pages.
Chinese Patent Office, First Office Action and Translation mailed on Sep. 19, 2022, issued in connection with Chinese Application No. 201980056604.9, 13 pages.
Chinese Patent Office, First Office Action and Translation mailed on Nov. 25, 2022, issued in connection with Chinese Application No. 201780056321.5, 8 pages.
Chinese Patent Office, First Office Action and Translation mailed on Feb. 27, 2023, issued in connection with Chinese Application No. 201980003798.6, 12 pages.
Chinese Patent Office, First Office Action and Translation mailed on Dec. 30, 2022, issued in connection with Chinese Application No. 201880076775.3, 10 pages.
Chinese Patent Office, First Office Action and Translation mailed on Sep. 6, 2023, issued in connection with Chinese Application No. 202010179593.8, 14 pages.
Chinese Patent Office, Second Office Action and Translation mailed on Apr. 1, 2023, issued in connection with Chinese Application No. 201980056604.9, 11 pages.
Chinese Patent Office, Second Office Action mailed on Dec. 21, 2022, issued in connection with Chinese Application No. 201980089721.5, 12 pages.
Chinese Patent Office, Second Office Action mailed on May 30, 2023, issued in connection with Chinese Application No. 201980070006.7, 9 pages.
European Patent Office, Decision to Refuse European Patent Application mailed on May 30, 2022, issued in connection with European Application No. 17200837.7, 4 pages.
European Patent Office, European EPC Article 94.3 mailed on Jun. 5, 2023, issued in connection with European Application No. 20710649.3, 8 pages.
European Patent Office, European EPC Article 94.3 mailed on Feb. 10, 2023, issued in connection with European Application No. 19729968.8, 7 pages.
European Patent Office, European EPC Article 94.3 mailed on Jan. 10, 2024, issued in connection with European Application No. 20757152.2, 6 pages.
European Patent Office, European EPC Article 94.3 mailed on Oct. 12, 2023, issued in connection with European Application No. 20736489.4, 8 pages.
European Patent Office, European EPC Article 94.3 mailed on Dec. 18, 2023, issued in connection with European Application No. 21703134.3, 7 pages.
European Patent Office, European EPC Article 94.3 mailed on Jun. 21, 2022, issued in connection with European Application No. 19780508.8, 5 pages.
European Patent Office, European EPC Article 94.3 mailed on Feb. 23, 2023, issued in connection with European Application No. 19839734.1, 8 pages.
European Patent Office, European EPC Article 94.3 mailed on Jan. 24, 2024, issued in connection with European Application No. 21180778.9, 8 pages.
European Patent Office, European EPC Article 94.3 mailed on Jun. 27, 2023, issued in connection with European Application No. 21195031.6, 4 pages.
European Patent Office, European EPC Article 94.3 mailed on Nov. 27, 2023, issued in connection with European Application No. 19780508.8, 7 pages.
European Patent Office, European EPC Article 94.3 mailed on Nov. 28, 2022, issued in connection with European Application No. 18789515.6, 7 pages.
European Patent Office, European EPC Article 94.3 mailed on Nov. 28, 2023, issued in connection with European Application No. 19731415.6, 9 pages.
European Patent Office, European EPC Article 94.3 mailed on Mar. 29, 2023, issued in connection with European Application No. 22182193.7, 4 pages.
European Patent Office, European EPC Article 94.3 mailed on Jun. 30, 2022, issued in connection with European Application No. 19765953.5, 4 pages.
European Patent Office, European EPC Article 94.3 mailed on Aug. 31, 2023, issued in connection with European Application No. 19773326.4, 5 pages.
European Patent Office, European EPC Article 94.3 mailed on Jul. 31, 2023, issued in connection with European Application No. 21164130.3, 5 pages.
European Patent Office, European EPC Article 94.3 mailed on Apr. 6, 2023, issued in connection with European Application No. 21193616.6, 7 pages.
European Patent Office, European EPC Article 94.3 mailed on Sep. 6, 2023, issued in connection with European Application No. 19197116.7, 4 pages.
European Patent Office, European EPC Article 94.3 mailed on Sep. 7, 2023, issued in connection with European Application No. 20185599.6, 6 pages.
European Patent Office, European Extended Search Report mailed on Oct. 7, 2022, issued in connection with European Application No. 22182193.7, 8 pages.
European Patent Office, European Extended Search Report mailed on Jan. 2, 2024, issued in connection with European Application No. 23188226.7, 10 pages.
European Patent Office, European Extended Search Report mailed on Jun. 23, 2022, issued in connection with European Application No. 22153180.9, 6 pages.
Non-Final Office Action mailed on Dec. 13, 2023, issued in connection with U.S. Appl. No. 18/316,400, filed May 12, 2023, 6 pages.
Non-Final Office Action mailed on Dec. 13, 2023, issued in connection with U.S. Appl. No. 18/316,434, filed May 12, 2023, 29 pages.
Non-Final Office Action mailed on Nov. 14, 2022, issued in connection with U.S. Appl. No. 17/077,974, filed Oct. 22, 2020, 6 pages.
Non-Final Office Action mailed on Sep. 14, 2022, issued in connection with U.S. Appl. No. 17/446,690, filed Sep. 1, 2021, 10 pages.
Non-Final Office Action mailed on Sep. 14, 2023, issued in connection with U.S. Appl. No. 17/528,843, filed Nov. 17, 2021, 20 pages.
Non-Final Office Action mailed on Aug. 15, 2022, issued in connection with U.S. Appl. No. 17/448,015, filed Sep. 17, 2021, 12 pages.
Non-Final Office Action mailed on Dec. 15, 2022, issued in connection with U.S. Appl. No. 17/549,253, filed Dec. 13, 2021, 10 pages.
Non-Final Office Action mailed on Feb. 15, 2023, issued in connection with U.S. Appl. No. 17/453,632, filed Nov. 4, 2021, 12 pages.
Non-Final Office Action mailed on Sep. 15, 2022, issued in connection with U.S. Appl. No. 17/247,507, filed Dec. 14, 2020, 9 pages.
Non-Final Office Action mailed on Sep. 15, 2022, issued in connection with U.S. Appl. No. 17/327,911, filed May 24, 2021, 44 pages.
Non-Final Office Action mailed on Feb. 16, 2023, issued in connection with U.S. Appl. No. 17/305,920, filed Jul. 16, 2021, 12 pages.
Non-Final Office Action mailed on Jan. 18, 2024, issued in connection with U.S. Appl. No. 18/048,034, filed Oct. 20, 2022, 10 pages.
Non-Final Office Action mailed on Jul. 18, 2023, issued in connection with U.S. Appl. No. 18/066,093, filed Dec. 14, 2022, 12 pages.
Non-Final Office Action mailed on Oct. 18, 2022, issued in connection with U.S. Appl. No. 16/949,973, filed Nov. 23, 2020, 31 pages.
Non-Final Office Action mailed on Jan. 19, 2024, issued in connection with U.S. Appl. No. 18/331,580, filed Jun. 8, 2023, 11 pages.
Non-Final Office Action mailed on Sep. 19, 2022, issued in connection with U.S. Appl. No. 17/385,542, filed Jul. 26, 2021, 9 pages.
Non-Final Office Action mailed on Apr. 20, 2023, issued in connection with U.S. Appl. No. 18/061,570, filed Dec. 5, 2022, 12 pages.
Non-Final Office Action mailed on Oct. 20, 2022, issued in connection with U.S. Appl. No. 17/532,674, filed Nov. 22, 2021, 52 pages.
Non-Final Office Action mailed on Nov. 21, 2023, issued in connection with U.S. Appl. No. 18/088,976, filed Dec. 27, 2022, 9 pages.
Non-Final Office Action mailed on Dec. 22, 2022, issued in connection with U.S. Appl. No. 16/168,389, filed Oct. 23, 2018, 39 pages.
Non-Final Office Action mailed on Jun. 23, 2023, issued in connection with U.S. Appl. No. 18/048,945, filed Oct. 24, 2022, 10 pages.
Non-Final Office Action mailed on Oct. 23, 2023, issued in connection with U.S. Appl. No. 17/932,715, filed Sep. 16, 2022, 14 pages.
Non-Final Office Action mailed on Sep. 23, 2022, issued in connection with U.S. Appl. No. 16/153,530, filed Oct. 5, 2018, 25 pages.
Non-Final Office Action mailed on Apr. 24, 2023, issued in connection with U.S. Appl. No. 17/532,744, filed Nov. 22, 2021, 18 pages.
Non-Final Office Action mailed on Apr. 25, 2023, issued in connection with U.S. Appl. No. 17/536,572, filed Nov. 29, 2021, 8 pages.
Non-Final Office Action mailed on Apr. 25, 2023, issued in connection with U.S. Appl. No. 17/656,794, filed Mar. 28, 2022, 22 pages.
Non-Final Office Action mailed on May 25, 2023, issued in connection with U.S. Appl. No. 18/157,937, filed Jan. 23, 2023, 9 pages.
Non-Final Office Action mailed on Oct. 25, 2022, issued in connection with U.S. Appl. No. 17/549,034, filed Dec. 13, 2021, 20 pages.
Non-Final Office Action mailed on Jan. 26, 2024, issued in connection with U.S. Appl. No. 17/450,925, filed Oct. 14, 2021, 9 pages.
Non-Final Office Action mailed on Feb. 27, 2023, issued in connection with U.S. Appl. No. 17/493,430, filed Oct. 4, 2021, 17 pages.
Non-Final Office Action mailed on Aug. 28, 2023, issued in connection with U.S. Appl. No. 17/722,661, filed Apr. 18, 2022, 16 pages.
Non-Final Office Action mailed on Feb. 28, 2023, issued in connection with U.S. Appl. No. 17/548,921, filed Dec. 13, 2021, 12 pages.
Non-Final Office Action mailed on Jul. 3, 2023, issued in connection with U.S. Appl. No. 17/135,173, filed Dec. 28, 2020, 22 pages.
Non-Final Office Action mailed on Sep. 30, 2022, issued in connection with U.S. Appl. No. 17/353,254, filed Jun. 21, 2021, 22 pages.
Non-Final Office Action mailed on Nov. 4, 2022, issued in connection with U.S. Appl. No. 17/445,272, filed Aug. 17, 2021, 22 pages.
Non-Final Office Action mailed on Oct. 4, 2022, issued in connection with U.S. Appl. No. 16/915,234, filed Jun. 29, 2020, 16 pages.
Non-Final Office Action mailed on Apr. 5, 2023, issued in connection with U.S. Appl. No. 18/145,501, filed Dec. 22, 2022, 6 pages.
Non-Final Office Action mailed on Jul. 5, 2023, issued in connection with U.S. Appl. No. 18/061,579, filed Dec. 5, 2022, 11 pages.
Non-Final Office Action mailed on Oct. 6, 2023, issued in connection with U.S. Appl. No. 17/222,950, filed Apr. 5, 2021, 9 pages.
Non-Final Office Action mailed on Feb. 7, 2023, issued in connection with U.S. Appl. No. 17/303,001, filed May 18, 2021, 8 pages.
Non-Final Office Action mailed on Jun. 7, 2023, issued in connection with U.S. Appl. No. 16/179,779, filed Nov. 2, 2018, 29 pages.
Non-Final Office Action mailed on Sep. 7, 2023, issued in connection with U.S. Appl. No. 17/340,590, filed Jun. 7, 2021, 18 pages.
Non-Final Office Action mailed on Jun. 8, 2023, issued in connection with U.S. Appl. No. 18/048,034, filed Oct. 20, 2022, 8 pages.
Non-Final Office Action mailed on Jun. 8, 2023, issued in connection with U.S. Appl. No. 18/061,243, filed Dec. 2, 2022, 10 pages.
Notice of Allowance mailed on Nov. 2, 2022, issued in connection with U.S. Appl. No. 16/989,805, filed Aug. 10, 2020, 5 pages.
Notice of Allowance mailed on Nov. 3, 2022, issued in connection with U.S. Appl. No. 17/448,015, filed Sep. 17, 2021, 7 pages.
Notice of Allowance mailed on Feb. 6, 2023, issued in connection with U.S. Appl. No. 17/077,974, filed Oct. 22, 2020, 7 pages.
Notice of Allowance mailed on Jan. 6, 2023, issued in connection with U.S. Appl. No. 17/896,129, filed Aug. 26, 2022, 13 pages.
Notice of Allowance mailed on Dec. 7, 2022, issued in connection with U.S. Appl. No. 17/315,599, filed May 10, 2021, 11 pages.
European Patent Office, European Extended Search Report mailed on Jun. 30, 2022, issued in connection with European Application No. 21212763.3, 9 pages.
European Patent Office, European Extended Search Report mailed on Jul. 8, 2022, issued in connection with European Application No. 22153523.0, 9 pages.
European Patent Office, European Search Report mailed on Oct. 4, 2022, issued in connection with European Application No. 22180226.7, 6 pages.
European Patent Office, European Search Report mailed on Sep. 21, 2023, issued in connection with European Application No. 23172783.5, 8 pages.
European Patent Office, Summons to Attend Oral Proceedings mailed on Jul. 15, 2022, issued in connection with European Application No. 17792272.1, 11 pages.
Final Office Action mailed on Jun. 1, 2022, issued in connection with U.S. Appl. No. 16/806,747, filed Mar. 2, 2020, 20 pages.
Final Office Action mailed on Aug. 17, 2022, issued in connection with U.S. Appl. No. 16/179,779, filed Nov. 2, 2018, 26 pages.
Final Office Action mailed on May 17, 2023, issued in connection with U.S. Appl. No. 16/168,389, filed Oct. 23, 2018, 44 pages.
Final Office Action mailed on Aug. 22, 2022, issued in connection with U.S. Appl. No. 16/168,389, filed Oct. 23, 2018, 37 pages.
Final Office Action mailed on Aug. 22, 2023, issued in connection with U.S. Appl. No. 18/061,570, filed Dec. 5, 2022, 12 pages.
Final Office Action mailed on Sep. 27, 2023, issued in connection with U.S. Appl. No. 18/048,034, filed Oct. 20, 2022, 9 pages.
Final Office Action mailed on Mar. 29, 2023, issued in connection with U.S. Appl. No. 17/549,034, filed Dec. 13, 2021, 21 pages.
Final Office Action mailed on Oct. 6, 2023, issued in connection with U.S. Appl. No. 17/532,744, filed Nov. 22, 2021, 21 pages.
Final Office Action mailed on Jun. 7, 2022, issued in connection with U.S. Appl. No. 16/736,725, filed Jan. 7, 2020, 14 pages.
Final Office Action mailed on Aug. 9, 2023, issued in connection with U.S. Appl. No. 17/493,430, filed Oct. 4, 2021, 19 pages.
Google LLC v. Sonos, Inc., International Trade Commission Case No. 337-TA-1330, Order No. 25: Regarding Respondent Sonos, Inc.'s Omnibus Motion for Summary Determination; dated May 16, 2023, 7 pages.
Google LLC v. Sonos, Inc., International Trade Commission Case No. 337-TA-1330, Order No. 28: Regarding Respondent Sonos, Inc.'s Omnibus Motion for Summary Determination; dated May 22, 2023, 3 pages.
Google LLC v. Sonos, Inc., International Trade Commission Case No. 337-TA-1330, Order No. 37: Regarding Complainant Google LLC's Motions in Limine; dated Jul. 7, 2023, 10 pages.
Google LLC v. Sonos, Inc., International Trade Commission Case No. 337-TA-1330, Respondent Sonos, Inc.'s Motion in Limine No. 4. Motion to Exclude Untimely Validity Arguments Regarding Claim 11 of U.S. Pat. No. 11,024,311; dated Jun. 13, 2023, 34 pages.
Google LLC v. Sonos, Inc., International Trade Commission Case No. 337-TA-1330, Respondent Sonos, Inc.'s Response to Google's Motion in Limine No. 3 Preclude Sonos from Presenting Evidence or Argument that Claim 3 of the '748 Patent is Indefinite for Lack of Antecedent Basis; dated Jun. 12, 2023, 26 pages.
Helwani et al. Source-domain adaptive filtering for MIMO systems with application to acoustic echo cancellation. In 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Jun. 28, 2010, 4 pages. [retrieved on Feb. 23, 2023], Retrieved from the Internet: URL: https://scholar.google.com/scholar?hl=en&as_sdt=0%2C14&q=SOURCE-DOMAIN+ADAPTIVE+FILTERING+FOR+MIMO+SYSTEMS+WITH+APPLICATION+TO+ACOUSTIC+ECHO+CANCELLATION&btnG=.
Indian Patent Office, Examination Report mailed on Dec. 5, 2023, issued in connection with Indian Patent Application No. 201847035625, 3 pages.
International Bureau, International Preliminary Report on Patentability, mailed on Jul. 21, 2022, issued in connection with International Application No. PCT/US2021/070007, filed on Jan. 6, 2021, 8 pages.
International Bureau, International Search Report and Written Opinion mailed on Mar. 20, 2023, issued in connection with International Application No. PCT/US2022/045399, filed on Sep. 30, 2022, 25 pages.
International Searching Authority, Invitation to Pay Additional Fees on Jan. 27, 2023, issued in connection with International Application No. PCT/US2022/045399, filed on Sep. 30, 2022, 19 pages.
Japanese Patent Office, Decision of Refusal and Translation mailed on Oct. 4, 2022, issued in connection with Japanese Patent Application No. 2021-535871, 6 pages.
Japanese Patent Office, Decision of Refusal and Translation mailed on May 23, 2023, issued in connection with Japanese Patent Application No. 2021-163622, 13 pages.
Japanese Patent Office, Decision of Refusal and Translation mailed on Jul. 26, 2022, issued in connection with Japanese Patent Application No. 2020-513852, 10 pages.
Japanese Patent Office, Non-Final Office Action mailed on Apr. 4, 2023, issued in connection with Japanese Patent Application No. 2021-573944, 5 pages.
Japanese Patent Office, Notice of Reasons for Refusal and Translation mailed on Sep. 13, 2022, issued in connection with Japanese Patent Application No. 2021-163622, 12 pages.
Japanese Patent Office, Notice of Reasons for Refusal and Translation mailed on Aug. 8, 2023, issued in connection with Japanese Patent Application No. 2022-101346, 6 pages.
Japanese Patent Office, Office Action and Translation mailed on Nov. 15, 2022, issued in connection with Japanese Patent Application No. 2021-146144, 9 pages.
Japanese Patent Office, Office Action mailed on Nov. 29, 2022, issued in connection with Japanese Patent Application No. 2021-181224, 6 pages.
Katsamanis et al. Robust far-field spoken command recognition for home automation combining adaptation and multichannel processing. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing—Proceedings, May 2014, pp. 5547-5551.
Korean Patent Office, Korean Examination Report and Translation mailed on Apr. 10, 2023, issued in connection with Korean Application No. 10-2022-7024007, 8 pages.
Korean Patent Office, Korean Examination Report and Translation mailed on Oct. 13, 2022, issued in connection with Korean Application No. 10-2021-7030939, 4 pages.
Korean Patent Office, Korean Examination Report and Translation mailed on Jul. 19, 2023, issued in connection with Korean Application No. 10-2022-7024007, 9 pages.
Korean Patent Office, Korean Examination Report and Translation mailed on Jul. 26, 2022, issued in connection with Korean Application No. 10-2022-7016656, 17 pages.
Korean Patent Office, Korean Examination Report and Translation mailed on Mar. 31, 2023, issued in connection with Korean Application No. 10-2022-7016656, 7 pages.
Korean Patent Office, Korean Examination Report and Translation mailed on Oct. 31, 2021, issued in connection with Korean Application No. 10-2022-7024007, 10 pages.
Korean Patent Office, Korean Preliminary Rejection and Translation mailed on Dec. 26, 2023, issued in connection with Korean Application No. 10-2023-7031855, 4 pages.
Korean Patent Office, Korean Preliminary Rejection and Translation mailed on Dec. 5, 2023, issued in connection with Korean Application No. 10-2023-7032988, 11 pages.
Korean Patent Office, Office Action and Translation mailed on Feb. 27, 2023, issued in connection with Korean Application No. 10-2022-7021879, 5 pages.
Mathias Wolfel. Channel Selection by Class Separability Measures for Automatic Transcriptions on Distant Microphones, Interspeech 2007 10.21437/Interspeech.2007-255, 4 pages.
Non-Final Office Action mailed on Feb. 2, 2023, issued in connection with U.S. Appl. No. 17/305,698, filed Jul. 13, 2021, 16 pages.
Non-Final Office Action mailed on Dec. 5, 2022, issued in connection with U.S. Appl. No. 17/662,302, filed May 6, 2022, 12 pages.
Non-Final Office Action mailed on Oct. 5, 2022, issued in connection with U.S. Appl. No. 17/449,926, filed Oct. 4, 2021, 11 pages.
Non-Final Office Action mailed on Feb. 1, 2024, issued in connection with U.S. Appl. No. 18/313,013, filed May 5, 2023, 47 pages.
Non-Final Office Action mailed on Aug. 10, 2023, issued in connection with U.S. Appl. No. 18/070,024, filed Nov. 28, 2022, 4 pages.
Non-Final Office Action mailed on Apr. 12, 2023, issued in connection with U.S. Appl. No. 17/878,649, filed Aug. 1, 2022, 16 pages.
Notice of Allowance mailed on Sep. 27, 2023, issued in connection with U.S. Appl. No. 18/048,945, filed Oct. 24, 2022, 9 pages.
Notice of Allowance mailed on Sep. 27, 2023, issued in connection with U.S. Appl. No. 18/061,243, filed Dec. 2, 2022, 8 pages.
Notice of Allowance mailed on Sep. 28, 2022, issued in connection with U.S. Appl. No. 17/444,043, filed Jul. 29, 2021, 17 pages.
Notice of Allowance mailed on Dec. 29, 2022, issued in connection with U.S. Appl. No. 17/327,911, filed May 24, 2021, 14 pages.
Notice of Allowance mailed on Jul. 29, 2022, issued in connection with U.S. Appl. No. 17/236,559, filed Apr. 21, 2021, 6 pages.
Notice of Allowance mailed on Mar. 29, 2023, issued in connection with U.S. Appl. No. 17/722,438, filed Apr. 18, 2022, 7 pages.
Notice of Allowance mailed on Sep. 29, 2023, issued in connection with U.S. Appl. No. 16/168,389, filed Oct. 23, 2018, 11 pages.
Notice of Allowance mailed on Jun. 30, 2023, issued in connection with U.S. Appl. No. 17/303,001, filed May 18, 2021, 8 pages.
Notice of Allowance mailed on Mar. 30, 2023, issued in connection with U.S. Appl. No. 17/303,066, filed May 19, 2021, 7 pages.
Notice of Allowance mailed on Aug. 31, 2023, issued in connection with U.S. Appl. No. 18/145,520, filed Dec. 22, 2022, 2 pages.
Notice of Allowance mailed on Mar. 31, 2023, issued in connection with U.S. Appl. No. 17/303,735, filed Jun. 7, 2021, 19 pages.
Notice of Allowance mailed on Aug. 4, 2023, issued in connection with U.S. Appl. No. 18/145,520, filed Dec. 22, 2022, 10 pages.
Notice of Allowance mailed on Apr. 5, 2023, issued in connection with U.S. Appl. No. 17/549,253, filed Dec. 13, 2021, 10 pages.
Notice of Allowance mailed on Mar. 6, 2023, issued in connection with U.S. Appl. No. 17/449,926, filed Oct. 4, 2021, 8 pages.
Notice of Allowance mailed on Nov. 8, 2023, issued in connection with U.S. Appl. No. 18/066,093, filed Dec. 14, 2022, 11 pages.
Simon Doclo et al. Combined Acoustic Echo and Noise Reduction Using GSVD-Based Optimal Filtering. In 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No. 00CH37100), Aug. 6, 2002, 4 pages. [retrieved on Feb. 23, 2023], Retrieved from the Internet: URL: https://scholar.google.com/scholar?hl=en&as_sdt=0%2C14&q=COMBINED+ACOUSTIC+ECHO+AND+NOISE+REDUCTION+USING+GSVD-BASED+OPTIMAL+FILTERING&btnG=.
Wikipedia. “The Wayback Machine”, Speech recognition software for Linux, Sep. 22, 2016, 4 pages. [retrieved on Mar. 28, 2022], Retrieved from the Internet: URL: https://web.archive.org/web/20160922151304/https://en.wikipedia.org/wiki/Speech_recognition_software_for_Linux.
Wolf et al. On the potential of channel selection for recognition of reverberated speech with multiple microphones. Interspeech, TALP Research Center, Jan. 2010, 5 pages.
Wölfel et al. Multi-source far-distance microphone selection and combination for automatic transcription of lectures, Interspeech 2006—ICSLP, Jan. 2006, 5 pages.
Zhang et al. Noise Robust Speech Recognition Using Multi-Channel Based Channel Selection and Channel Weighting. The Institute of Electronics, Information and Communication Engineers, arXiv:1604.03276v1 [cs.SD] Jan. 1, 2010, 8 pages.
Non-Final Office Action mailed on Jan. 10, 2018, issued in connection with U.S. Appl. No. 15/438,725, filed Feb. 21, 2017, 15 pages.
Non-Final Office Action mailed on Sep. 10, 2018, issued in connection with U.S. Appl. No. 15/670,361, filed Aug. 7, 2017, 17 pages.
Non-Final Office Action mailed on Oct. 11, 2019, issued in connection with U.S. Appl. No. 16/177,185, filed Oct. 31, 2018, 14 pages.
Non-Final Office Action mailed on Sep. 11, 2020, issued in connection with U.S. Appl. No. 15/989,715, filed May 25, 2018, 8 pages.
Non-Final Office Action mailed on Sep. 11, 2020, issued in connection with U.S. Appl. No. 16/219,702, filed Dec. 13, 2018, 9 pages.
Non-Final Office Action mailed on Dec. 12, 2016, issued in connection with U.S. Appl. No. 15/098,718, filed Apr. 14, 2016, 11 pages.
Non-Final Office Action mailed on Feb. 12, 2019, issued in connection with U.S. Appl. No. 15/670,361, filed Aug. 7, 2017, 13 pages.
Non-Final Office Action mailed on Jan. 13, 2017, issued in connection with U.S. Appl. No. 15/098,805, filed Apr. 14, 2016, 11 pages.
Non-Final Office Action mailed on Nov. 13, 2018, issued in connection with U.S. Appl. No. 15/717,621, filed Sep. 27, 2017, 23 pages.
Non-Final Office Action mailed on Nov. 13, 2018, issued in connection with U.S. Appl. No. 16/160,107, filed Oct. 15, 2018, 8 pages.
Non-Final Office Action mailed on Nov. 13, 2019, issued in connection with U.S. Appl. No. 15/984,073, filed May 18, 2018, 18 pages.
Non-Final Office Action mailed on May 14, 2020, issued in connection with U.S. Appl. No. 15/948,541, filed Apr. 9, 2018, 8 pages.
Non-Final Office Action mailed on Sep. 14, 2017, issued in connection with U.S. Appl. No. 15/178,180, filed Jun. 9, 2016, 16 pages.
Non-Final Office Action mailed on Sep. 14, 2018, issued in connection with U.S. Appl. No. 15/959,907, filed Apr. 23, 2018, 15 pages.
Non-Final Office Action mailed on Apr. 15, 2020, issued in connection with U.S. Appl. No. 16/138,111, filed Sep. 21, 2018, 15 pages.
Non-Final Office Action mailed on Dec. 15, 2020, issued in connection with U.S. Appl. No. 17/087,423, filed Nov. 2, 2020, 7 pages.
Non-Final Office Action mailed on Jan. 15, 2019, issued in connection with U.S. Appl. No. 16/173,797, filed Oct. 29, 2018, 6 pages.
Non-Final Office Action mailed on Nov. 15, 2019, issued in connection with U.S. Appl. No. 16/153,530, filed Oct. 5, 2018, 17 pages.
Non-Final Office Action mailed on Mar. 16, 2018, issued in connection with U.S. Appl. No. 15/681,937, filed Aug. 21, 2017, 5 pages.
Non-Final Office Action mailed on Oct. 16, 2018, issued in connection with U.S. Appl. No. 15/131,254, filed Apr. 18, 2016, 16 pages.
Non-Final Office Action mailed on Sep. 17, 2020, issued in connection with U.S. Appl. No. 16/600,949, filed Oct. 14, 2019, 29 pages.
Non-Final Office Action mailed on Apr. 18, 2018, issued in connection with U.S. Appl. No. 15/811,468, filed Nov. 13, 2017, 14 pages.
Non-Final Office Action mailed on Jan. 18, 2019, issued in connection with U.S. Appl. No. 15/721,141, filed Sep. 29, 2017, 18 pages.
Non-Final Office Action mailed on Oct. 18, 2019, issued in connection with U.S. Appl. No. 15/098,760, filed Apr. 14, 2016, 27 pages.
Non-Final Office Action mailed on Sep. 18, 2019, issued in connection with U.S. Appl. No. 16/179,779, filed Nov. 2, 2018, 14 pages.
Non-Final Office Action mailed on Apr. 19, 2017, issued in connection with U.S. Appl. No. 15/131,776, filed Apr. 18, 2016, 12 pages.
Non-Final Office Action mailed on Dec. 19, 2019, issued in connection with U.S. Appl. No. 16/147,710, filed Sep. 29, 2018, 10 pages.
Non-Final Office Action mailed on Feb. 19, 2020, issued in connection with U.S. Appl. No. 16/148,879, filed Oct. 1, 2018, 15 pages.
Non-Final Office Action mailed on Sep. 2, 2020, issued in connection with U.S. Appl. No. 16/290,599, filed Mar. 1, 2019, 17 pages.
Non-Final Office Action mailed on Feb. 20, 2018, issued in connection with U.S. Appl. No. 15/211,748, filed Jul. 15, 2016, 31 pages.
Non-Final Office Action mailed on Jun. 20, 2019, issued in connection with U.S. Appl. No. 15/946,585, filed Apr. 5, 2018, 10 pages.
Non-Final Office Action mailed on Aug. 21, 2019, issued in connection with U.S. Appl. No. 16/192,126, filed Nov. 15, 2018, 8 pages.
Non-Final Office Action mailed on Feb. 21, 2019, issued in connection with U.S. Appl. No. 16/214,666, filed Dec. 10, 2018, 12 pages.
Non-Final Office Action mailed on Jan. 21, 2020, issued in connection with U.S. Appl. No. 16/214,711, filed Dec. 10, 2018, 9 pages.
Non-Final Office Action mailed on Jan. 21, 2020, issued in connection with U.S. Appl. No. 16/598,125, filed Oct. 10, 2019, 25 pages.
Non-Final Office Action mailed on Oct. 21, 2019, issued in connection with U.S. Appl. No. 15/973,413, filed May 7, 2018, 10 pages.
Non-Final Office Action mailed on Jul. 22, 2020, issued in connection with U.S. Appl. No. 16/145,275, filed Sep. 28, 2018, 11 pages.
Non-Final Office Action mailed on May 22, 2018, issued in connection with U.S. Appl. No. 15/946,599, filed Apr. 5, 2018, 19 pages.
Non-Final Office Action mailed on Sep. 22, 2020, issued in connection with U.S. Appl. No. 16/539,843, filed Aug. 13, 2019, 7 pages.
Non-Final Office Action mailed on May 23, 2019, issued in connection with U.S. Appl. No. 16/154,071, filed Oct. 8, 2018, 36 pages.
Non-Final Office Action mailed on Nov. 23, 2020, issued in connection with U.S. Appl. No. 16/524,306, filed Jul. 29, 2019, 14 pages.
Non-Final Office Action mailed on Sep. 23, 2020, issued in connection with U.S. Appl. No. 16/177,185, filed Oct. 31, 2018, 17 pages.
Non-Final Office Action mailed on Aug. 24, 2017, issued in connection with U.S. Appl. No. 15/297,627, filed Oct. 19, 2016, 13 pages.
Non-Final Office Action mailed on Jul. 24, 2019, issued in connection with U.S. Appl. No. 16/439,009, filed Jun. 12, 2019, 26 pages.
Non-Final Office Action mailed on Jul. 25, 2017, issued in connection with U.S. Appl. No. 15/273,679, filed Jul. 22, 2016, 11 pages.
Non-Final Office Action mailed on Dec. 26, 2018, issued in connection with U.S. Appl. No. 16/154,469, filed Oct. 8, 2018, 7 pages.
Non-Final Office Action mailed on Jan. 26, 2017, issued in connection with U.S. Appl. No. 15/098,867, filed Apr. 14, 2016, 16 pages.
Non-Final Office Action mailed on Oct. 26, 2017, issued in connection with U.S. Appl. No. 15/438,744, filed Feb. 21, 2017, 12 pages.
Non-Final Office Action mailed on Jun. 27, 2018, issued in connection with U.S. Appl. No. 15/438,749, filed Feb. 21, 2017, 16 pages.
Non-Final Office Action mailed on Jun. 27, 2019, issued in connection with U.S. Appl. No. 16/437,437, filed Jun. 11, 2019, 8 pages.
Notice of Allowance mailed on Feb. 8, 2023, issued in connection with U.S. Appl. No. 17/446,690, filed Sep. 1, 2021, 8 pages.
Notice of Allowance mailed on Jan. 9, 2023, issued in connection with U.S. Appl. No. 17/247,507, filed Dec. 14, 2020, 8 pages.
Notice of Allowance mailed on Jun. 9, 2023, issued in connection with U.S. Appl. No. 17/532,674, filed Nov. 22, 2021, 13 pages.
Notice of Allowance mailed on Mar. 9, 2023, issued in connection with U.S. Appl. No. 17/662,302, filed May 6, 2022, 7 pages.
Notice of Allowance mailed on Nov. 9, 2022, issued in connection with U.S. Appl. No. 17/385,542, filed Jul. 26, 2021, 8 pages.
Notice of Allowance mailed on Jul. 10, 2023, issued in connection with U.S. Appl. No. 17/315,599, filed May 10, 2021, 2 pages.
Notice of Allowance mailed on Jun. 10, 2022, issued in connection with U.S. Appl. No. 16/879,549, filed May 20, 2020, 8 pages.
Notice of Allowance mailed on Aug. 11, 2023, issued in connection with U.S. Appl. No. 17/878,649, filed Aug. 1, 2022, 7 pages.
Notice of Allowance mailed on May 11, 2023, issued in connection with U.S. Appl. No. 18/061,638, filed Dec. 5, 2022, 15 pages.
Notice of Allowance mailed on Jul. 12, 2022, issued in connection with U.S. Appl. No. 16/907,953, filed Jun. 22, 2020, 8 pages.
Notice of Allowance mailed on Jul. 12, 2022, issued in connection with U.S. Appl. No. 17/391,404, filed Aug. 2, 2021, 13 pages.
Notice of Allowance mailed on Jul. 12, 2023, issued in connection with U.S. Appl. No. 18/151,619, filed Jan. 9, 2023, 13 pages.
Notice of Allowance mailed on Jun. 12, 2023, issued in connection with U.S. Appl. No. 17/453,632, filed Nov. 4, 2021, 9 pages.
Notice of Allowance mailed on Feb. 13, 2023, issued in connection with U.S. Appl. No. 18/045,360, filed Oct. 10, 2022, 9 pages.
Notice of Allowance mailed on Jul. 13, 2023, issued in connection with U.S. Appl. No. 18/145,501, filed Dec. 22, 2022, 9 pages.
Notice of Allowance mailed on Jun. 13, 2023, issued in connection with U.S. Appl. No. 17/249,776, filed Mar. 12, 2021, 10 pages.
Notice of Allowance mailed on Aug. 14, 2023, issued in connection with U.S. Appl. No. 17/549,034, filed Dec. 13, 2021, 9 pages.
Notice of Allowance mailed on Dec. 14, 2023, issued in connection with U.S. Appl. No. 17/722,661, filed Apr. 18, 2022, 12 pages.
Notice of Allowance mailed on Sep. 14, 2023, issued in connection with U.S. Appl. No. 18/061,579, filed Dec. 5, 2022, 7 pages.
Notice of Allowance mailed on Aug. 15, 2022, issued in connection with U.S. Appl. No. 17/101,949, filed Nov. 23, 2020, 11 pages.
Notice of Allowance mailed on Dec. 15, 2023, issued in connection with U.S. Appl. No. 18/157,937, filed Jan. 23, 2023, 8 pages.
Notice of Allowance mailed on Feb. 15, 2023, issued in connection with U.S. Appl. No. 17/659,613, filed Apr. 18, 2022, 21 pages.
Notice of Allowance mailed on Jun. 15, 2023, issued in connection with U.S. Appl. No. 17/305,698, filed Jul. 13, 2021, 8 pages.
Notice of Allowance mailed on Jun. 15, 2023, issued in connection with U.S. Appl. No. 17/305,920, filed Jul. 16, 2021, 8 pages.
Notice of Allowance mailed on Sep. 15, 2022, issued in connection with U.S. Appl. No. 16/736,725 , filed Jan. 1, 2020, 11 pages.
Notice of Allowance mailed on Aug. 16, 2023, issued in connection with U.S. Appl. No. 17/536,572, filed Nov. 29, 2021, 7 pages.
Notice of Allowance mailed on Aug. 17, 2022, issued in connection with U.S. Appl. No. 17/135,347, filed Dec. 28, 2020, 14 pages.
Notice of Allowance mailed on Nov. 17, 2022, issued in connection with U.S. Appl. No. 17/486,222, filed Sep. 27, 2021, 10 pages.
Notice of Allowance mailed on Jul. 18, 2022, issued in connection with U.S. Appl. No. 17/222,151, filed Apr. 5, 2021, 5 pages.
Notice of Allowance mailed on Oct. 2, 2023, issued in connection with U.S. Appl. No. 17/810,533, filed Jul. 1, 2022, 8 pages.
Notice of Allowance mailed on Dec. 20, 2022, issued in connection with U.S. Appl. No. 16/806,747, filed Mar. 2, 2020, 5 pages.
Notice of Allowance mailed on Jan. 20, 2023, issued in connection with U.S. Appl. No. 16/915,234, filed Jun. 29, 2020, 6 pages.
Notice of Allowance mailed on Jun. 20, 2022, issued in connection with U.S. Appl. No. 16/947,895, filed Aug. 24, 2020, 7 pages.
Notice of Allowance mailed on Mar. 20, 2023, issued in connection with U.S. Appl. No. 17/562,412, filed Dec. 27, 2021, 9 pages.
Notice of Allowance mailed on Aug. 21, 2023, issued in connection with U.S. Appl. No. 17/548,921, filed Dec. 13, 2021, 10 pages.
Notice of Allowance mailed on Jul. 21, 2023, issued in connection with U.S. Appl. No. 17/986,241, filed Nov. 14, 2022, 12 pages.
Notice of Allowance mailed on Mar. 21, 2023, issued in connection with U.S. Appl. No. 17/353,254, filed Jun. 21, 2021, 8 pages.
Notice of Allowance mailed on Nov. 21, 2022, issued in connection with U.S. Appl. No. 17/454,676, filed Nov. 12, 2021, 8 pages.
Notice of Allowance mailed on Sep. 21, 2022, issued in connection with U.S. Appl. No. 17/128,949, filed Dec. 21, 2020, 8 pages.
Notice of Allowance mailed on Sep. 22, 2022, issued in connection with U.S. Appl. No. 17/163,506, filed Jan. 31, 2021, 13 pages.
Notice of Allowance mailed on Sep. 22, 2022, issued in connection with U.S. Appl. No. 17/248,427, filed Jan. 25, 2021, 9 pages.
Notice of Allowance mailed on Feb. 23, 2023, issued in connection with U.S. Appl. No. 17/532,674, filed Nov. 22, 2021, 10 pages.
Notice of Allowance mailed on Nov. 24, 2023, issued in connection with U.S. Appl. No. 18/070,024, filed Nov. 28, 2022, 7 pages.
Notice of Allowance mailed on Apr. 26, 2022, issued in connection with U.S. Appl. No. 17/896,129, filed Aug. 26, 2022, 8 pages.
Notice of Allowance mailed on Apr. 26, 2023, issued in connection with U.S. Appl. No. 17/658,717, filed Apr. 11, 2022, 11 pages.
Notice of Allowance mailed on Aug. 26, 2022, issued in connection with U.S. Appl. No. 17/145,667, filed Jan. 11, 2021, 8 pages.
Notice of Allowance mailed on Oct. 26, 2022, issued in connection with U.S. Appl. No. 17/486,574, filed Sep. 27, 2021, 11 pages.
Notice of Allowance mailed on Jun. 27, 2022, issued in connection with U.S. Appl. No. 16/812,758, filed Mar. 9, 2020, 16 pages.
Notice of Allowance mailed on Sep. 27, 2023, issued in connection with U.S. Appl. No. 17/656,794, filed Mar. 28, 2022, 11 pages.
International Bureau, International Search Report and Written Opinion mailed on Nov. 10, 2020, issued in connection with International Application No. PCT/US2020/044250, filed on Jul. 30, 2020, 15 pages.
International Bureau, International Search Report and Written Opinion mailed on Jul. 14, 2020, issued in connection with International Application No. PCT/US2020/017150, filed on Feb. 7, 2020, 27 pages.
International Bureau, International Search Report and Written Opinion mailed on Nov. 18, 2019, issued in connection with International Application No. PCT/US2019052841, filed on Sep. 25, 2019, 12 pages.
International Bureau, International Search Report and Written Opinion mailed on Mar. 2, 2020, issued in connection with International Application No. PCT/US2019064907, filed on Dec. 6, 2019, 11 pages.
International Bureau, International Search Report and Written Opinion mailed on Dec. 20, 2019, issued in connection with International Application No. PCT/US2019052654, filed on Sep. 24, 2019, 11 pages.
International Bureau, International Search Report and Written Opinion mailed on Sep. 21, 2020, issued in connection with International Application No. PCT/US2020/037229, filed on Jun. 11, 2020, 17 pages.
International Bureau, International Search Report and Written Opinion mailed on Dec. 6, 2019, issued in connection with International Application No. PCT/US2019050852, filed on Sep. 12, 2019, 10 pages.
Notice of Allowance mailed on Jan. 13, 2020, issued in connection with U.S. Appl. No. 16/192,126, filed Nov. 15, 2018, 6 pages.
Notice of Allowance mailed on Nov. 13, 2020, issued in connection with U.S. Appl. No. 16/131,409, filed Sep. 14, 2018, 11 pages.
Notice of Allowance mailed on Aug. 14, 2017, issued in connection with U.S. Appl. No. 15/098,867, filed Apr. 14, 2016, 10 pages.
Notice of Allowance mailed on Aug. 14, 2020, issued in connection with U.S. Appl. No. 16/598,125, filed Oct. 10, 2019, 5 pages.
Notice of Allowance mailed on Feb. 14, 2017, issued in connection with U.S. Appl. No. 15/229,855, filed Aug. 5, 2016, 11 pages.
Notice of Allowance mailed on Jun. 14, 2017, issued in connection with U.S. Appl. No. 15/282,554, filed Sep. 30, 2016, 11 pages.
Notice of Allowance mailed on Nov. 30, 2018, issued in connection with U.S. Appl. No. 15/438,725, filed Feb. 21, 2017, 5 pages.
Notice of Allowance mailed on Oct. 30, 2019, issued in connection with U.S. Appl. No. 16/131,392, filed Sep. 14, 2018, 9 pages.
Notice of Allowance mailed on Oct. 30, 2020, issued in connection with U.S. Appl. No. 16/528,016, filed Jul. 31, 2019, 10 pages.
Notice of Allowance mailed on May 31, 2019, issued in connection with U.S. Appl. No. 15/717,621, filed Sep. 27, 2017, 9 pages.
Notice of Allowance mailed on Mar. 4, 2020, issued in connection with U.S. Appl. No. 16/444,975, filed Jun. 18, 2019, 10 pages.
Notice of Allowance mailed on Feb. 5, 2020, issued in connection with U.S. Appl. No. 16/178,122, filed Nov. 1, 2018, 9 pages.
Non-Final Office Action mailed on Jul. 1, 2020, issued in connection with U.S. Appl. No. 16/138,111, filed Sep. 21, 2018, 14 pages.
Non-Final Office Action mailed on Jan. 10, 2018, issued in connection with U.S. Appl. No. 15/098,718, filed Apr. 14, 2016, 15 pages.
Non-Final Office Action mailed on Jan. 10, 2018, issued in connection with U.S. Appl. No. 15/229,868, filed Aug. 5, 2016, 13 pages.
Fadilpasic,“Cortana can now be the default PDA on your Android”, IT Pro Portal: Accessed via WayBack Machine; http://web.archive.org/web/20171129124915/https://www.itproportal.com/2015/08/11/cortana-can-now-be- . . . , Aug. 11, 2015, 6 pages.
Final Office Action mailed on Oct. 6, 2017, issued in connection with U.S. Appl. No. 15/098,760, filed Apr. 14, 2016, 25 pages.
Related Publications (1)
Number Date Country
20200374626 A1 Nov 2020 US
Provisional Applications (9)
Number Date Country
62312350 Mar 2016 US
62298388 Feb 2016 US
62298393 Feb 2016 US
62298410 Feb 2016 US
62298439 Feb 2016 US
62298425 Feb 2016 US
62298433 Feb 2016 US
62298350 Feb 2016 US
62298418 Feb 2016 US
Continuations (1)
Number Date Country
Parent 15098760 Apr 2016 US
Child 16989350 US