Endfire linear array microphone

Information

  • Patent Grant
  • 11770650
  • Patent Number
    11,770,650
  • Date Filed
    Wednesday, March 30, 2022
    2 years ago
  • Date Issued
    Tuesday, September 26, 2023
    9 months ago
Abstract
Endfire linear array microphone systems and methods with consistent directionality and performance at different frequency ranges are provided. The endfire linear array microphone includes a delay and sum beamformer and a differential beamformer. The delay and sum beamformer may produce pickup patterns with good directionality at higher frequency ranges, but cause the pickup patterns to become more omnidirectional at lower frequencies. The differential beamformer may produce pickup patterns with good directionality at lower frequencies. By combining the delay and sum beamformer and differential beamformer within the linear array microphone, the overall directionality of the linear array microphone may be maintained at different frequency ranges while using the same microphone elements.
Description
TECHNICAL FIELD

This application generally relates to an array microphone. In particular, this application relates to an endfire linear array microphone with consistent directionality and performance at different frequency ranges through the use of a delay and sum beamformer and a differential beamformer.


BACKGROUND

Conferencing environments, such as conference rooms, boardrooms, video conferencing applications, and the like, can involve the use of microphones for capturing sound from various audio sources active in such environments. Such audio sources may include humans speaking, for example. The captured sound may be disseminated to a local audience in the environment through amplified speakers (for sound reinforcement), and/or to others remote from the environment (such as via a telecast and/or a webcast). The types of microphones and their placement in a particular environment may depend on the locations of the audio sources, physical space requirements, aesthetics, room layout, and/or other considerations. For example, in some environments, the microphones may be placed on a table or lectern near the audio sources. In other environments, the microphones may be mounted overhead to capture the sound from the entire room, for example. Accordingly, microphones are available in a variety of sizes, form factors, mounting options, and wiring options to suit the needs of particular environments.


Traditional microphones typically have fixed polar patterns and few manually selectable settings. To capture sound in a conferencing environment, many traditional microphones can be used at once to capture the audio sources within the environment. However, traditional microphones tend to capture unwanted audio as well, such as room noise, echoes, and other undesirable audio elements. The capturing of these unwanted noises is exacerbated by the use of many microphones.


Array microphones having multiple microphone elements can provide benefits such as steerable coverage or pick up patterns, which allow the microphones to focus on the desired audio sources and reject unwanted sounds such as room noise. The ability to steer audio pick up patterns provides the benefit of being able to be less precise in microphone placement, and in this way, array microphones are more forgiving. Moreover, array microphones provide the ability to pick up multiple audio sources with one array microphone or unit, again due to the ability to steer the pickup patterns.


However, array microphones may have certain shortcomings, including the fact that they are typically relatively larger than traditional microphones, and their fixed size often limits where they can be placed in an environment. In particular, the microphone elements in a linear array microphone may be situated relatively close together so that the linear array microphone can be placed in space-limited locations, such as podiums or desktops. The microphone elements in the linear array microphone may be paired together and be spaced certain distances apart. A delay and sum beamformer may be used to combine the signals from the microphone elements in order to achieve a certain pickup pattern. However, due to the relatively small distances between microphone elements, the performance of the linear array microphone at low frequencies may be limited. For example, the distance between a pair of microphone elements may be much smaller than a wavelength at a particular low frequency, which can cause the resulting pickup pattern of the linear array microphone at that low frequency to have less directionality and be more omnidirectional (instead of the desired pickup pattern). As such, at low frequencies, short linear array microphones may not consistently exhibit acceptable directionality.


Accordingly, there is an opportunity for an array microphone that addresses these concerns. More particularly, there is an opportunity for a linear array microphone that provides improved directionality and performance at different frequency ranges through the use of a delay and sum beamformer and a differential beamformer.


SUMMARY

The invention is intended to solve the above-noted problems by providing array microphone systems and methods that are designed to, among other things: (1) provide a delay and sum beamformer for use with a first frequency range; (2) provide a differential beamformer for use with a second frequency range that is lower than the first frequency range; (3) output a beamformed output signal based on beamformed signals generated by the delay and sum beamformer and the differential beamformer; and (4) have a more consistent directionality and performance at different frequency ranges.


In an embodiment, an array microphone includes a plurality of microphones arranged in a plurality of groups, a delay and sum beamformer, a differential beamformer, and an output generation unit. Each of the plurality of microphones may be configured to detect sound and output an audio signal, and each group of the plurality of groups may include two of the plurality of microphones and may be configured to cover a different frequency range. The delay and sum beamformer may be in communication with the plurality of microphones, and be configured to generate a first beamformed signal based on the audio signals of the plurality of microphones when a frequency of the detected sound is within a first frequency range. The differential beamformer may be in communication with the plurality of microphones, and be configured to generate a second beamformed signal based on the audio signals of the plurality of microphones when the frequency of the detected sound is within a second frequency range lower than the first frequency range. The output generation unit may be in communication with the delay and sum beamformer and the differential beamformer, and be configured to generate a beamformed output signal based on the first and second beamformed signals. The beamformed output signal may correspond to a pickup pattern and include the first beamformed signal when a frequency of the detected sound is within a first frequency range and the second beamformed signal when the frequency of the detected sound is within a second frequency range.


In another embodiment, a method of beamforming audio signal of a plurality of microphones in an array microphone may include outputting an audio signal from each of the plurality of microphones based on detected sound; receiving the audio signals from the plurality of microphones at a delay and sum beamformer and a differential beamformer that are both in communication with the plurality of microphones; generating a first beamformed signal using the delay and sum beamformer when a frequency of the detected sound is within a first frequency range, based on the audio signals of the plurality of microphones; generating a second beamformed signal using the differential beamformer when the frequency of the detected sound is within a second frequency range lower than the first frequency range, based on the audio signals of the plurality of microphones; and generating a beamformed output signal with an output generation unit, based on the first and second beamformed signals. The beamformed output signal may correspond to a pickup pattern and include the first beamformed signal when a frequency of the detected sound is within a first frequency range and the second beamformed signal when the frequency of the detected sound is within a second frequency range. The plurality of microphones may be arranged in a plurality of groups. Each group of the plurality of groups may include two of the plurality of microphones and may be configured to cover a different frequency range.


In a further embodiment, an array microphone may include a plurality of microphones arranged in a plurality of groups and disposed along a common axis of the array microphone; a delay and sum beamformer; a differential beamformer; and an output generation unit. Each of the plurality of microphones may be configured to detect sound and output an audio signal, and each group of the plurality of groups may include two of the plurality of microphones and be configured to cover a different frequency range. The delay and sum beamformer may be in communication with the plurality of microphones and be configured to generate a first beamformed signal based on the audio signals of the plurality of microphones when a frequency of the detected sound is within a first frequency range. The differential beamformer may be communication with the plurality of microphones and be configured to generate a second beamformed signal based on the audio signals of the plurality of microphones when the frequency of the detected sound is within a second frequency range lower than the first frequency range. The output generation unit may be in communication with the delay and sum beamformer and the differential beamformer, and be configured to generate a beamformed output signal based on the first and second beamformed signals, where the beamformed output signal corresponds to a pickup pattern.


These and other embodiments, and various permutations and aspects, will become apparent and be more fully understood from the following detailed description and accompanying drawings, which set forth illustrative embodiments that are indicative of the various ways in which the principles of the invention may be employed.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 is a schematic diagram of a linear array microphone, in accordance with some embodiments.



FIG. 2 is a graph showing the relative frequency response of nested groups of microphone elements in the linear array microphone of FIG. 1, in accordance with some embodiments.



FIG. 3 is a block diagram of the linear array microphone of FIG. 1, in accordance with some embodiments.



FIG. 4 is a block diagram of a delay and sum beamformer in the linear array microphone of FIG. 3, in accordance with some embodiments.



FIG. 5 is a block diagram of a differential beamformer in the linear array microphone of FIG. 3, in accordance with some embodiments.



FIG. 6 is a flowchart illustrating operations for beamforming of audio signals of a plurality of microphones in a linear array microphone, in accordance with some embodiments.





DETAILED DESCRIPTION

The description that follows describes, illustrates and exemplifies one or more particular embodiments of the invention in accordance with its principles. This description is not provided to limit the invention to the embodiments described herein, but rather to explain and teach the principles of the invention in such a way to enable one of ordinary skill in the art to understand these principles and, with that understanding, be able to apply them to practice not only the embodiments described herein, but also other embodiments that may come to mind in accordance with these principles. The scope of the invention is intended to cover all such embodiments that may fall within the scope of the appended claims, either literally or under the doctrine of equivalents.


It should be noted that in the description and drawings, like or substantially similar elements may be labeled with the same reference numerals. However, sometimes these elements may be labeled with differing numbers, such as, for example, in cases where such labeling facilitates a more clear description. Additionally, the drawings set forth herein are not necessarily drawn to scale, and in some instances proportions may have been exaggerated to more clearly depict certain features. Such labeling and drawing practices do not necessarily implicate an underlying substantive purpose. As stated above, the specification is intended to be taken as a whole and interpreted in accordance with the principles of the invention as taught herein and understood to one of ordinary skill in the art.


The linear array microphone systems and methods described herein can more consistently sense sounds in an environment and provide good directionality and performance at different frequency ranges. The linear array microphone may include a plurality of microphone elements, and a delay and sum beamformer and a differential beamformer that are each in communication with the microphone elements. The delay and sum beamformer and the differential beamformer may be optimized to produce pickup patterns with good directionality in different frequency ranges. In particular, the delay and sum beamformer may produce pickup patterns with good directionality at higher frequency ranges, but cause the pickup patterns to become more omnidirectional at lower frequencies. The differential beamformer, on the other hand, may produce pickup patterns with good directionality at lower frequencies. By combining the delay and sum beamformer and differential beamformer within the same linear array microphone, the overall directionality of the linear array microphone may be maintained at different frequency ranges while using the same microphone elements. In other words, the beamformed output signal of the linear array microphone may correspond to a pickup pattern that can be more consistently maintained at different frequency ranges.



FIG. 1 is a schematic diagram of a linear array microphone 100 that can detect sounds from an audio source at various frequencies. The linear array microphone 100 may be utilized in a conference room or boardroom, for example, where the audio source may be one or more human speakers. Other sounds may be present in the environment which may be undesirable, such as noise from ventilation, other persons, audio/visual equipment, electronic devices, etc. In a typical situation, the audio sources may be seated in chairs at a table, although other configurations and placements of the audio sources are contemplated and possible.


The linear array microphone 100 may be placed on a table, lectern, desktop, etc. so that the sound from the audio sources can be detected and captured, such as speech spoken by human speakers. The linear array microphone 100 may include multiple microphone elements 102a,b, 104a,b, and 106a,b, and be able to form multiple pickup patterns so that the sound from the audio sources is more consistently detected and captured. In FIG. 1, the microphone elements 102a,b, 104a,b, and 106a,b may be generally arranged in a linear fashion along the length of the linear array microphone 100. In embodiments, the microphone elements 102a,b, 104a,b, and 106a,b may be disposed along a common axis of the linear array microphone 100. Although six microphone elements 102a,b, 104a,b, and 106a,b are depicted in FIG. 1, other numbers of microphone elements are possible and contemplated.


The polar patterns that can be formed by the linear array microphone 100 may be dependent on the type of beamformer used with the microphone elements 102a,b, 104a,b, and 106a,b. For example, a delay and sum beamformer may form a frequency-dependent polar pattern based on its filter structure and the layout geometry of the microphone elements 102a,b, 104a,b, and 106a,b. As another example, a differential beamformer may form a cardioid, subcardioid, supercardioid, hypercardioid, or bidirectional polar pattern.


The microphone elements 102a,b, 104a,b, and 106a,b in the linear array microphone 100 may each be a MEMS (micro-electrical mechanical system) microphone, in some embodiments. In other embodiments, the microphone elements 102a,b, 104a,b, and 106a,b may have other polar patterns and/or may be electret condenser microphones, dynamic microphones, ribbon microphones, piezoelectric microphones, and/or other types of microphones.


Each of the microphone elements 102a,b, 104a,b, and 106a,b in the linear array microphone 100 may detect sound and convert the sound to an analog audio signal. Components in the linear array microphone 100, such as analog to digital converters, processors, and/or other components, may process the analog audio signals and ultimately generate one or more digital audio output signals. The digital audio output signals may conform to the Dante standard for transmitting audio over Ethernet, in some embodiments, or may conform to another standard. One or more pickup patterns may be formed by the processor in the linear array microphone 100 from the audio signals of the microphone elements 102a,b, 104a,b, and 106a,b, and the processor may generate a digital audio output signal corresponding to each of the pickup patterns. In other embodiments, the microphone elements 102a,b, 104a,b, and 106a,b in the linear array microphone 100 may output analog audio signals so that other components and devices (e.g., processors, mixers, recorders, amplifiers, etc.) external to the linear array microphone 100 may process the analog audio signals.


As depicted in FIG. 1, the microphone elements 102a,b, 104a,b, and 106a,b in the linear array microphone 100 may be organized in nested groups. In particular, each nested group may include a pair of the microphone elements 102a,b, 104a,b, and 106a,b. In FIG. 1, a first nested group (“Nested Group 1”) may include microphone elements 102a,b that are located at the outer ends of the linear array microphone 100; a second nested group (“Nested Group 2”) may include microphone elements 104a,b that are located within the first nested group; and a third nested group (“Nested Group 3”) may include microphone elements 106a,b that are located within the second nested group. While three nested groups are shown in FIG. 1, other numbers of nested groups (and microphone elements) are possible and contemplated.


As depicted in the graph of FIG. 2, each nested group can be configured to cover a different frequency range when used with beamformer, such as a delay and sum beamformer. The relative frequency response of each nested group is shown in FIG. 2. In particular, Nested Group 1 (including microphone elements 102a,b) may be configured to cover a lower frequency range, Nested Group 2 (including microphone elements 104a,b) may be configured to cover a middle frequency range, and Nested Group 3 (including microphone elements 106a,b) may be configured to cover a higher frequency range.


If the microphone elements 102a,b, 104a,b, and 106a,b are only used with a delay and sum beamformer, then the performance of the linear array microphone 100 at lower frequencies may be limited. This limited performance may be due to the distance between microphone elements 102a,b being much smaller than a wavelength at a particular low frequency, and cause the pickup pattern of the linear array microphone 100 at that low frequency to undesirably become more omnidirectional. In particular, if the distance between a pair of microphone elements is less than a ¼ wavelength for a particular pickup frequency, the resultant polar pattern for a delay and sum beamformer may start to approach omnidirectional. For example, if the microphone elements 102a,b are spaced 20 mm apart, the directionality of the linear array microphone 100 can quickly deteriorate below 4300 Hz.


However, as described below, because the linear array microphone 100 utilizes both a delay and sum beamformer and a differential beamformer, the performance of the linear array microphone 100 at lower frequencies may be improved. In particular, the directionality and desired pickup pattern of the linear array microphone 100 may be maintained at different frequency ranges, including at lower frequencies.



FIG. 3 is a block diagram of the linear array microphone 100. The linear array microphone 100 may include microphone elements 102a,b, 104a,b, and 106a,b; a delay and sum beamformer 200, a differential beamformer 300, and an output generation unit 400. Various components included in the linear array microphone 100 may be implemented using software executable by a computing device with a processor and memory, and/or by hardware (e.g., discrete logic circuits, application specific integrated circuits (ASIC), programmable gate arrays (PGA), field programmable gate arrays (FPGA), etc.


Both the delay and sum beamformer 200 and the differential beamformer 300 may be in communication with some or all of the microphone elements 102a,b, 104a,b, and 106a,b. In particular, the delay and sum beamformer 200 may be in communication with all of the microphone elements 102a,b, 104a,b, and 106a,b. The delay and sum beamformer 200 may be used to beamform audio at frequencies other than in a particular low frequency range. The delay and sum beamformer 200 is described in more detail below with respect to FIG. 4.


The differential beamformer 300 may be in communication with the microphone elements 104a,b (Nested Group 2). The differential beamformer 300 may be used to beamform audio in a particular low frequency range. In this particular embodiment and configuration of the linear array microphone 100 shown in FIG. 1, microphone elements 104a,b can be used with the differential beamformer 300 because the microphone elements in the other nested groups have larger distances between them. These larger distances are generally not usable with the differential beamformer 300 due to comb filtering at very low frequencies. In other embodiments, the geometry, arrangement, grouping, and pairings of the microphone elements may vary, which can result in different microphone elements being in communication with the differential beamformer 300. For example, in some embodiments, the outermost microphone elements of a linear array microphone may be close enough together to be useful with a differential beamformer. The differential beamformer 300 is described in more detail below with respect to FIG. 5.


An embodiment of a process 600 for beamforming of audio signals in the linear array microphone 100 is shown in FIG. 6. The process 600 may be utilized to output a beamformed output signal from the linear array microphone 100 shown in FIG. 3 that maintains the directionality of a desired pickup pattern at different frequency ranges. One or more processors and/or other processing components (e.g., analog to digital converters, encryption chips, etc.) within or external to the microphone may perform any, some, or all of the steps of the process 600. One or more other types of components (e.g., memory, input and/or output devices, transmitters, receivers, buffers, drivers, discrete components, etc.) may also be utilized in conjunction with the processors and/or other processing components to perform any, some, or all of the steps of the process 600.


At step 602, audio signals may be output from the microphone elements 102a,b, 104a,b, and 106a,b. The microphone elements 102a,b, 104a,b, and 106a,b may be paired and arranged in groups, such as in the nested groups shown in FIG. 1. The audio signals from the microphone elements 102a,b, 104a,b, and 106a,b may be received at the delay and sum beamformer 200 and the differential beamformer 300 at step 604. In particular, the delay and sum beamformer 200 may receive the audio signals from all of the microphone elements 102a,b, 104a,b, and 106a,b, while the differential beamformer 300 may receive the audio signals from the microphone elements 104a,b, as described above.


At step 606, a first beamformed signal 250 may be generated by the delay and sum beamformer 200. The first beamformed signal 250 may be generated by the delay and sum beamformer 200 when the sound in the detected audio signals is in a first frequency range. This first frequency range may include middle and higher frequencies, and be above a particular low frequency where the delay and sum beamformer 200 has poorer performance due to the loss of directionality of the desired pickup pattern. In embodiments, the particular low frequency may be approximately 1 kHz.


At step 608, a second beamformed signal 350 may be generated by the differential beamformer 300. The second beamformed signal 350 may be generated by the differential beamformer 300 when the sound in the detected audio signals is in a second frequency range. This second frequency range may be lower than the first frequency range, and be at or below the particular low frequency described above. In embodiments, steps 606 and 608 may be performed substantially at the same time or may be performed at different times.


One or more beamformed output signals 500 may be generated by an output generation unit 400 at step 610. The beamformed output signal 500 may be based on the first and second beamformed signals 250, 350 that are generated by the delay and sum beamformer 200 and the differential beamformer 300, respectively. In particular, the beamformed output signal 500 may be the first beamformed signal 250 when a frequency of the sound in the detected audio signals is in the first frequency range, or may be the second beamformed signal 350 when the frequency of the sound in the detected audio signals is in the second frequency range.


In embodiments, the beamformed output signal 500 may be a mix of the first and second beamformed signals 250, 350 when the frequency of the sound in the detected audio signals is in an overlapping region of the first and second frequency ranges. For example, the filters in the delay and sum beamformer 200 and the differential beamformer 300 may pass frequencies that overlap. The overlap between such filters may be due to the shape and steepness of the filters used in the delay and sum beamformer 200 and the differential beamformer 300.


In embodiments, the beamformed output signal 500 may be an analog or a digital signal. If the beamformed output signal 500 is a digital signal, it may conform to the Dante standard for transmitting audio over Ethernet, for example. In embodiments, the beamformed output signal 500 may be output to components or devices (e.g., processors, mixers, recorders, amplifiers, etc.) external to the linear array microphone 100.



FIG. 4 shows a block diagram of the delay and sum beamformer 200 in the linear array microphone 100. The delay and sum beamformer 200 may be in communication with all of the microphone elements 102a,b, 104a,b, and 106a,b. Accordingly, the audio signals from the microphone elements 102a,b, 104a,b, and 106a,b may be processed by the delay and sum beamformer 200 to generate the first beamformed signal 250 when the sound in the audio signal is in a first frequency range. As described below, the first frequency range may include frequencies that are above a particular low frequency where the delay and sum beamformer 200 has poorer performance due to the loss of directionality of the desired pickup pattern.


The audio signals from each of the microphone elements 102a,b, 104a,b, and 106a,b may be delayed an appropriate amount by respective delay elements 202a,b, 204a,b, and 206a,b to achieve endfire directionality. The amount of delay for a particular delay element 202a,b, 204a,b, and 206a,b may be based on the location of the microphone elements 102a,b, 104a,b, and 106a,b on the linear array microphone 100, how the microphone elements all of the microphone elements 102a,b, 104a,b, and 106a,b are paired and grouped, and the speed of sound. In an example, the audio source may be on one end of the linear array microphone 100 near microphone element 102a, as shown in FIG. 1. Microphone element 102a may be paired with microphone element 102b in the same nested group.


However, in this example, sound from the audio source would arrive at a different time at microphone element 102a as compared to microphone element 102b. Thus, in order to time align the audio signal from microphone element 102a with the audio signal from microphone element 102b for appropriate beamforming, there may be a delay added by the delay element 202a to the audio signal from microphone element 102a. The delay may be the amount of time it takes the sound from the audio source to travel between microphone element 102a and microphone element 102b.


After a delay is applied by the delay elements 202a,b, 204a,b, and 206a,b, the delayed audio signals may be respectively added at summing elements 212, 214, and 216. The summed signal from the summing element 212 may correspond to the microphone elements 102a,b (Nested Group 1) and be filtered by a band pass filter 222. Because microphone elements 102a,b are configured to cover a lower frequency range, the band pass filter 222 may be configured to pass frequencies from a particular low frequency, e.g., 1 kHz, to a middle frequency. As described above, the particular low frequency may be the frequency where the delay and sum beamformer 200 has poorer performance due to the loss of directionality of the desired pickup pattern.


Similarly, the summed signal from the summing element 214 may correspond to the microphone elements 104a,b (Nested Group 2) and be filtered by a band pass filter 224. The band pass filter 224 may be configured to pass frequencies in a middle frequency range that is higher than the frequency range passed by the band pass filter 222 but lower than the frequency passed by a band pass filter 226 (as described below).


Finally, the summed signal from the summing element 216 may correspond to microphone elements 106a,b (Nested Group 3) and be filtered by a high pass filter 226. The high pass filter 226 may be configured to pass frequencies in a higher frequency range that is higher than the frequency range passed by the band pass filter 224. The filtered summed signals from the filters 222, 224, and 226 may be summed by a summing element 230. The summing element 230 may generate the first beamformed signal 250. Accordingly, due to the frequency ranges passed by the filters 222, 224, and 226, the first beamformed signal 250 generated by the delay and sum beamformer 200 may be based on sounds from the audio source that are at a particular low frequency and above.


Sounds from the audio source that are below the particular low frequency can be processed by the differential beamformer 300 that is shown in FIG. 5. FIG. 5 shows a block diagram of the differential beamformer 300 in the linear array microphone 100. The differential beamformer 300 may be in communication with the microphone elements 104a,b. Accordingly, the audio signals from the microphone elements 104a,b may be processed by the differential beamformer 300 to generate the second beamformed signal 350 when the sound in the audio signal is in a second frequency range that is lower than the first frequency range (described above).


In contrast to the delay and sum beamformer 200 described above, the differential beamformer 300 does not delay the audio signals from the microphone elements, but instead takes a difference between the audio signals from the microphone elements. Accordingly, the audio signal from the microphone element 104b may be subtracted from the audio signal from the microphone element 104a by a summing element 302. Because the difference between audio signals is taken, the linear array microphone 100 is most sensitive to sounds coming from audio sources at 90 degrees, i.e., at one end of the linear array microphone 100.


The resulting signal from the summing element 302 may be passed through a transfer function 304. The signal from the transfer function 304 may be added to the respective audio signals from the microphone elements 104a,b by a summing element 306. The resulting signal from the summing element 306 may be filtered by a low pass filter 308 to generate the second beamformed signal 350. In embodiments, the low pass filter 308 may be a first order low pass Butterworth filter. The low pass filter 308 may be configured to pass frequencies lower than the particular low frequency, e.g., 1 kHz (where the delay and sum beamformer 200 has poorer performance due to the loss of directionality of the desired pickup pattern). Accordingly, due to the low frequency range passed by the filter 308, the second beamformed signal 350 generated by the differential beamformer 300 may be based on sounds from the audio source that are at a particular low frequency and below.


Subsequently, as described above, the first and second beamformed signals 250, 350 may be processed by an output generation unit 400 to generate a beamformed output signal 500. The beamformed output signal 500 from the linear microphone array 100 can therefore correspond to a pickup pattern that has its directionality more consistently maintained at various frequency ranges.


Any process descriptions or blocks in figures should be understood as representing modules, segments, or portions of code which include one or more executable instructions for implementing specific logical functions or steps in the process, and alternate implementations are included within the scope of the embodiments of the invention in which functions may be executed out of order from that shown or discussed, including substantially concurrently or in reverse order, depending on the functionality involved, as would be understood by those having ordinary skill in the art.


This disclosure is intended to explain how to fashion and use various embodiments in accordance with the technology rather than to limit the true, intended, and fair scope and spirit thereof. The foregoing description is not intended to be exhaustive or to be limited to the precise forms disclosed. Modifications or variations are possible in light of the above teachings. The embodiment(s) were chosen and described to provide the best illustration of the principle of the described technology and its practical application, and to enable one of ordinary skill in the art to utilize the technology in various embodiments and with various modifications as are suited to the particular use contemplated. All such modifications and variations are within the scope of the embodiments as determined by the appended claims, as may be amended during the pendency of this application for patent, and all equivalents thereof, when interpreted in accordance with the breadth to which they are fairly, legally and equitably entitled.

Claims
  • 1. An array microphone, comprising: a plurality of microphones arranged in a plurality of groups, wherein each group of the plurality of groups comprises at least two of the plurality of microphones and is configured to cover a different frequency range;a delay and sum beamformer in communication with the plurality of microphones, the delay and sum beamformer configured to generate a first beamformed signal based on audio signals of the plurality of microphones when a frequency of detected sound is within a first frequency range; anda differential beamformer in communication with the plurality of microphones, the differential beamformer configured to generate a second beamformed signal based on the audio signals of the plurality of microphones when the frequency of the detected sound is within a second frequency range.
  • 2. The array microphone of claim 1, further comprising an output generation unit in communication with the delay and sum beamformer and the differential beamformer, and configured to generate a beamformed output signal based on the first and second beamformed signals, wherein the beamformed output signal comprises: the first beamformed signal when the frequency of the detected sound is within the first frequency range; andthe second beamformed signal when the frequency of the detected sound is within the second frequency range.
  • 3. The array microphone of claim 2, wherein the beamformed output signal further comprises a mix of the first and second beamformed signals when the frequency of the detected sound is within an overlapping region of the first and second frequency ranges.
  • 4. The array microphone of claim 1, wherein the second frequency range is lower than the first frequency range.
  • 5. The array microphone of claim 1, wherein the plurality of microphones is disposed along a common axis of the array microphone.
  • 6. The array microphone of claim 1, wherein at least one group of the plurality of groups is nested within another group of the plurality of groups.
  • 7. The array microphone of claim 1, wherein each of the plurality of microphones comprises an omnidirectional microphone.
  • 8. The array microphone of claim 1, wherein the delay and sum beamformer comprises a plurality of filters each configured to pass a different frequency subrange of the first frequency range.
  • 9. A method, comprising: receiving audio signals from a plurality of microphones at a delay and sum beamformer and a differential beamformer that are both in communication with the plurality of microphones, wherein the plurality of microphones is arranged in a plurality of groups, wherein each group of the plurality of groups comprises at least two of the plurality of microphones and is configured to cover a different frequency range;generating a first beamformed signal using the delay and sum beamformer when a frequency of detected sound is within a first frequency range, based on the audio signals of the plurality of microphones; andgenerating a second beamformed signal using the differential beamformer when the frequency of the detected sound is within a second frequency range, based on the audio signals of the plurality of microphones.
  • 10. The method of claim 9, further comprising generating a beamformed output signal based on the first and second beamformed signals, wherein the beamformed output signal comprises: the first beamformed signal when the frequency of the detected sound is within the first frequency range; andthe second beamformed signal when the frequency of the detected sound is within the second frequency range.
  • 11. The method of claim 10, wherein the beamformed output signal further comprises a mix of the first and second beamformed signals when the frequency of the detected sound is within an overlapping region of the first and second frequency ranges.
  • 12. The method of claim 9, wherein the second frequency range is lower than the first frequency range.
  • 13. The method of claim 9, wherein the plurality of microphones is disposed along a common axis of an array microphone.
  • 14. The method of claim 9, wherein at least one group of the plurality of groups is nested within another group of the plurality of groups.
  • 15. An array microphone, comprising: a plurality of microphones arranged in a plurality of groups, wherein at least one group of the plurality of groups is nested within another group of the plurality of groups;a delay and sum beamformer in communication with the plurality of microphones, the delay and sum beamformer configured to generate a first beamformed signal based on audio signals of the plurality of microphones when a frequency of detected sound is within a first frequency range; anda differential beamformer in communication with the plurality of microphones, the differential beamformer configured to generate a second beamformed signal based on the audio signals of the plurality of microphones when the frequency of the detected sound is within a second frequency range.
  • 16. The array microphone of claim 15, wherein each group of the plurality of groups comprises at least two of the plurality of microphones and is configured to cover a different frequency range.
  • 17. The array microphone of claim 15, further comprising an output generation unit in communication with the delay and sum beamformer and the differential beamformer, and configured to generate a beamformed output signal based on the first and second beamformed signals, wherein the beamformed output signal comprises: the first beamformed signal when a frequency of the detected sound is within the first frequency range; andthe second beamformed signal when the frequency of the detected sound is within the second frequency range.
  • 18. The array microphone of claim 17, wherein the beamformed output signal further comprises a mix of the first and second beamformed signals when the frequency of the detected sound is within an overlapping region of the first and second frequency ranges.
  • 19. The array microphone of claim 15, wherein the second frequency range is lower than the first frequency range.
  • 20. The array microphone of claim 15, wherein the plurality of microphones is disposed along a common axis of the array microphone.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a continuation of U.S. patent application Ser. No. 16/418,712, filed on May 21, 2019, which claims priority from U.S. Provisional Application Ser. No. 62/685,602, filed on Jun. 15, 2018, the contents of both being incorporated herein by reference in their entirety.

US Referenced Citations (987)
Number Name Date Kind
1535408 Fricke Apr 1925 A
1540788 Mcclure Jun 1925 A
1965830 Hammer Jul 1934 A
2075588 Meyers Mar 1937 A
2113219 Olson Apr 1938 A
2164655 Kleerup Jul 1939 A
D122771 Doner Oct 1940 S
2233412 Hill Mar 1941 A
2268529 Stiles Dec 1941 A
2343037 Adelman Feb 1944 A
2377449 Prevette Jun 1945 A
2481250 Schneider Sep 1949 A
2521603 Prew Sep 1950 A
2533565 Eichelman Dec 1950 A
2539671 Olson Jan 1951 A
2777232 Kulicke Jan 1957 A
2828508 Labarre Apr 1958 A
2840181 Wildman Jun 1958 A
2882633 Howell Apr 1959 A
2912605 Tibbetts Nov 1959 A
2938113 Schnell May 1960 A
2950556 Larios Aug 1960 A
3019854 Obryant Feb 1962 A
3132713 Seeler May 1964 A
3143182 Sears Aug 1964 A
3160225 Sechrist Dec 1964 A
3161975 McMillan Dec 1964 A
3205601 Gawne Sep 1965 A
3239973 Hannes Mar 1966 A
3240883 Seeler Mar 1966 A
3310901 Sarkisian Mar 1967 A
3321170 Vye May 1967 A
3509290 Mochida Apr 1970 A
3573399 Schroeder Apr 1971 A
3657490 Scheiber Apr 1972 A
3696885 Grieg Oct 1972 A
3755625 Maston Aug 1973 A
3828508 Moeller Aug 1974 A
3857191 Sadorus Dec 1974 A
3895194 Fraim Jul 1975 A
3906431 Clearwaters Sep 1975 A
D237103 Fisher Oct 1975 S
3936606 Wanke Feb 1976 A
3938617 Forbes Feb 1976 A
3941638 Horky Mar 1976 A
3992584 Dugan Nov 1976 A
4007461 Luedtke Feb 1977 A
4008408 Kodama Feb 1977 A
4029170 Phillips Jun 1977 A
4032725 McGee Jun 1977 A
4070547 Dellar Jan 1978 A
4072821 Bauer Feb 1978 A
4096353 Bauer Jun 1978 A
4127156 Brandt Nov 1978 A
4131760 Christensen Dec 1978 A
4169219 Beard Sep 1979 A
4184048 Alcaide Jan 1980 A
4198705 Massa Apr 1980 A
D255234 Wellward Jun 1980 S
D256015 Doherty Jul 1980 S
4212133 Lufkin Jul 1980 A
4237339 Bunting Dec 1980 A
4244096 Kashichi Jan 1981 A
4244906 Heinemann Jan 1981 A
4254417 Speiser Mar 1981 A
4275694 Nagaishi Jun 1981 A
4296280 Richie Oct 1981 A
4305141 Massa Dec 1981 A
4308425 Momose Dec 1981 A
4311874 Wallace, Jr. Jan 1982 A
4330691 Gordon May 1982 A
4334740 Wray Jun 1982 A
4365449 Liautaud Dec 1982 A
4373191 Fette Feb 1983 A
4393631 Krent Jul 1983 A
4414433 Horie Nov 1983 A
4429850 Weber Feb 1984 A
4436966 Botros Mar 1984 A
4449238 Lee May 1984 A
4466117 Gorike Aug 1984 A
4485484 Flanagan Nov 1984 A
4489442 Anderson Dec 1984 A
4518826 Caudill May 1985 A
4521908 Miyaji Jun 1985 A
4566557 Lemaitre Jan 1986 A
4593404 Bolin Jun 1986 A
4594478 Gumb Jun 1986 A
D285067 Delbuck Aug 1986 S
4625827 Bartlett Dec 1986 A
4653102 Hansen Mar 1987 A
4658425 Julstrom Apr 1987 A
4669108 Deinzer May 1987 A
4675906 Sessler Jun 1987 A
4693174 Anderson Sep 1987 A
4696043 Iwahara Sep 1987 A
4712231 Julstrom Dec 1987 A
4741038 Elko Apr 1988 A
4752961 Kahn Jun 1988 A
4805730 O'Neill Feb 1989 A
4815132 Minami Mar 1989 A
4860366 Fukushi Aug 1989 A
4862507 Woodard Aug 1989 A
4866868 Kass Sep 1989 A
4881135 Heilweil Nov 1989 A
4888807 Reichel Dec 1989 A
4903247 Van Gerwen Feb 1990 A
4923032 Nuernberger May 1990 A
4928312 Hill May 1990 A
4969197 Takaya Nov 1990 A
5000286 Crawford Mar 1991 A
5038935 Wenkman Aug 1991 A
5058170 Kanamori Oct 1991 A
5088574 Kertesz, III Feb 1992 A
D324780 Sebesta Mar 1992 S
5121426 Baumhauer Jun 1992 A
D329239 Hahn Sep 1992 S
5189701 Jain Feb 1993 A
5204907 Staple Apr 1993 A
5214709 Ribic May 1993 A
5224170 Waite, Jr. Jun 1993 A
D340718 Leger Oct 1993 S
5289544 Franklin Feb 1994 A
D345346 Alfonso Mar 1994 S
D345379 Chan Mar 1994 S
5297210 Julstrom Mar 1994 A
5322979 Cassity Jun 1994 A
5323459 Hirano Jun 1994 A
5329593 Lazzeroni Jul 1994 A
5335011 Addeo Aug 1994 A
5353279 Koyama Oct 1994 A
5359374 Schwartz Oct 1994 A
5371789 Hirano Dec 1994 A
5383293 Royal Jan 1995 A
5384843 Masuda Jan 1995 A
5396554 Hirano Mar 1995 A
5400413 Kindel Mar 1995 A
D363045 Phillips Oct 1995 S
5473701 Cezanne Dec 1995 A
5509634 Gebka Apr 1996 A
5513265 Hirano Apr 1996 A
5525765 Freiheit Jun 1996 A
5550924 Helf Aug 1996 A
5550925 Hori Aug 1996 A
5555447 Kotzin Sep 1996 A
5574793 Hirschhorn Nov 1996 A
5602962 Kellermann Feb 1997 A
5633936 Oh May 1997 A
5645257 Ward Jul 1997 A
D382118 Ferrero Aug 1997 S
5657393 Crow Aug 1997 A
5661813 Shimauchi Aug 1997 A
5673327 Julstrom Sep 1997 A
5687229 Sih Nov 1997 A
5706344 Finn Jan 1998 A
5715319 Chu Feb 1998 A
5717171 Miller Feb 1998 A
D392977 Kim Mar 1998 S
D394061 Fink May 1998 S
5761318 Shimauchi Jun 1998 A
5766702 Lin Jun 1998 A
5787183 Chu Jul 1998 A
5796819 Romesburg Aug 1998 A
5848146 Slattery Dec 1998 A
5870482 Loeppert Feb 1999 A
5878147 Killion Mar 1999 A
5888412 Sooriakumar Mar 1999 A
5888439 Miller Mar 1999 A
D416315 Nanjo Nov 1999 S
5978211 Hong Nov 1999 A
5991277 Maeng Nov 1999 A
6035962 Lin Mar 2000 A
6039457 O'Neal Mar 2000 A
6041127 Elko Mar 2000 A
6049607 Marash Apr 2000 A
D424538 Hayashi May 2000 S
6069961 Nakazawa May 2000 A
6125179 Wu Sep 2000 A
D432518 Muto Oct 2000 S
6128395 De Vries Oct 2000 A
6137887 Anderson Oct 2000 A
6144746 Azima Nov 2000 A
6151399 Killion Nov 2000 A
6173059 Huang Jan 2001 B1
6198831 Azima Mar 2001 B1
6205224 Underbrink Mar 2001 B1
6215881 Azima Apr 2001 B1
6266427 Mathur Jul 2001 B1
6285770 Azima Sep 2001 B1
6301357 Romesburg Oct 2001 B1
6329908 Frecska Dec 2001 B1
6332029 Azima Dec 2001 B1
D453016 Nevill Jan 2002 S
6386315 Roy May 2002 B1
6393129 Conrad May 2002 B1
6424635 Song Jul 2002 B1
6442272 Osovets Aug 2002 B1
6449593 Valve Sep 2002 B1
6481173 Roy Nov 2002 B1
6488367 Debesis Dec 2002 B1
D469090 Tsuji Jan 2003 S
6505057 Finn Jan 2003 B1
6507659 Iredale Jan 2003 B1
6510919 Roy Jan 2003 B1
6526147 Rung Feb 2003 B1
6556682 Gilloire Apr 2003 B1
6592237 Pledger Jul 2003 B1
6622030 Romesburg Sep 2003 B1
D480923 Neubourg Oct 2003 S
6633647 Markow Oct 2003 B1
6665971 Lowry Dec 2003 B2
6694028 Matsuo Feb 2004 B1
6704422 Jensen Mar 2004 B1
D489707 Kobayashi May 2004 S
6731334 Maeng May 2004 B1
6741720 Myatt May 2004 B1
6757393 Spitzer Jun 2004 B1
6768795 Jimen Jul 2004 B2
6868377 Laroche Mar 2005 B1
6885750 Egelmeers Apr 2005 B2
6885986 Gigi Apr 2005 B1
D504889 Andre May 2005 S
6889183 Gunduzhan May 2005 B1
6895093 Ali May 2005 B1
6931123 Hughes Aug 2005 B1
6944312 Mason Sep 2005 B2
D510729 Chen Oct 2005 S
6968064 Ning Nov 2005 B1
6990193 Beaucoup Jan 2006 B2
6993126 Kyrylenko Jan 2006 B1
6993145 Combest Jan 2006 B2
7003099 Zhang Feb 2006 B1
7013267 Huart Mar 2006 B1
7031269 Lee Apr 2006 B2
7035398 Matsuo Apr 2006 B2
7035415 Belt Apr 2006 B2
7050576 Zhang May 2006 B2
7054451 Janse May 2006 B2
D526643 Ishizaki Aug 2006 S
D527372 Allen Aug 2006 S
7092516 Furuta Aug 2006 B2
7092882 Arrowood Aug 2006 B2
7098865 Christensen Aug 2006 B2
7106876 Santiago Sep 2006 B2
7120269 Lowell Oct 2006 B2
7130309 Boaz Oct 2006 B2
D533177 Andre Dec 2006 S
7149320 Haykin Dec 2006 B2
7161534 Tsai Jan 2007 B2
7187765 Popovic Mar 2007 B2
7203308 Kubota Apr 2007 B2
D542543 Bruce May 2007 S
7212628 Mirjana May 2007 B2
D546318 Yoon Jul 2007 S
D546814 Takita Jul 2007 S
D547748 Tsuge Jul 2007 S
7239714 De Blok Jul 2007 B2
D549673 Niitsu Aug 2007 S
7269263 Dedieu Sep 2007 B2
D552570 Niitsu Oct 2007 S
D559553 Mischel Jan 2008 S
7333476 LeBlanc Feb 2008 B2
D566685 Koller Apr 2008 S
7359504 Reuss Apr 2008 B1
7366310 Stinson Apr 2008 B2
7387151 Payne Jun 2008 B1
7412376 Florencio Aug 2008 B2
7415117 Tashev Aug 2008 B2
D578509 Thomas Oct 2008 S
D581510 Albano Nov 2008 S
D582391 Morimoto Dec 2008 S
D587709 Niitsu Mar 2009 S
D589605 Reedy Mar 2009 S
7503616 Linhard Mar 2009 B2
7515719 Hooley Apr 2009 B2
7536769 Pedersen May 2009 B2
D595402 Miyake Jun 2009 S
D595736 Son Jul 2009 S
7558381 Ali Jul 2009 B1
7565949 Tojo Jul 2009 B2
D601585 Andre Oct 2009 S
7651390 Profeta Jan 2010 B1
7660428 Rodman Feb 2010 B2
7667728 Kenoyer Feb 2010 B2
7672445 Zhang Mar 2010 B1
D613338 Marukos Apr 2010 S
7701110 Fukuda Apr 2010 B2
7702116 Stone Apr 2010 B2
D614871 Tang May 2010 S
7724891 Beaucoup May 2010 B2
D617441 Koury Jun 2010 S
7747001 Kellermann Jun 2010 B2
7756278 Moorer Jul 2010 B2
7783063 Pocino Aug 2010 B2
7787328 Chu Aug 2010 B2
7830862 James Nov 2010 B2
7831035 Stokes Nov 2010 B2
7831036 Beaucoup Nov 2010 B2
7856097 Tokuda Dec 2010 B2
7881486 Killion Feb 2011 B1
7894421 Kwan Feb 2011 B2
D636188 Kim Apr 2011 S
7925006 Hirai Apr 2011 B2
7925007 Stokes Apr 2011 B2
7936886 Kim May 2011 B2
7970123 Beaucoup Jun 2011 B2
7970151 Oxford Jun 2011 B2
D642385 Lee Aug 2011 S
D643015 Kim Aug 2011 S
7991167 Oxford Aug 2011 B2
7995768 Miki Aug 2011 B2
8000481 Nishikawa Aug 2011 B2
8005238 Tashev Aug 2011 B2
8019091 Burnett Sep 2011 B2
8041054 Yeldener Oct 2011 B2
8059843 Hung Nov 2011 B2
8064629 Jiang Nov 2011 B2
8085947 Haulick Dec 2011 B2
8085949 Kim Dec 2011 B2
8095120 Blair Jan 2012 B1
8098842 Florencio Jan 2012 B2
8098844 Elko Jan 2012 B2
8103030 Barthel Jan 2012 B2
8109360 Stewart, Jr. Feb 2012 B2
8112272 Nagahama Feb 2012 B2
8116500 Oxford Feb 2012 B2
8121834 Rosec Feb 2012 B2
D655271 Park Mar 2012 S
D656473 Laube Mar 2012 S
8130969 Buck Mar 2012 B2
8130977 Chu Mar 2012 B2
8135143 Ishibashi Mar 2012 B2
8144886 Ishibashi Mar 2012 B2
D658153 Woo Apr 2012 S
8155331 Nakadai Apr 2012 B2
8170882 Davis May 2012 B2
8175291 Chan May 2012 B2
8175871 Wang May 2012 B2
8184801 Hamalainen May 2012 B1
8189765 Nishikawa May 2012 B2
8189810 Wolff May 2012 B2
8194863 Takumai Jun 2012 B2
8199927 Raftery Jun 2012 B1
8204198 Adeney Jun 2012 B2
8204248 Haulick Jun 2012 B2
8208664 Iwasaki Jun 2012 B2
8213596 Beaucoup Jul 2012 B2
8213634 Daniel Jul 2012 B1
8219387 Cutler Jul 2012 B2
8229134 Duraiswami Jul 2012 B2
8233352 Beaucoup Jul 2012 B2
8243951 Ishibashi Aug 2012 B2
8244536 Arun Aug 2012 B2
8249273 Inoda Aug 2012 B2
8259959 Marton Sep 2012 B2
8275120 Stokes, III Sep 2012 B2
8280728 Chen Oct 2012 B2
8284949 Farhang Oct 2012 B2
8284952 Reining Oct 2012 B2
8286749 Stewart Oct 2012 B2
8290142 Lambert Oct 2012 B1
8291670 Gard Oct 2012 B2
8297402 Stewart Oct 2012 B2
8315380 Liu Nov 2012 B2
8331582 Steele Dec 2012 B2
8345898 Reining Jan 2013 B2
8355521 Larson Jan 2013 B2
8370140 Vitte Feb 2013 B2
8379823 Ratmanski Feb 2013 B2
8385557 Tashev Feb 2013 B2
D678329 Lee Mar 2013 S
8395653 Feng Mar 2013 B2
8403107 Stewart Mar 2013 B2
8406436 Craven Mar 2013 B2
8428661 Chen Apr 2013 B2
8433061 Cutler Apr 2013 B2
D682266 Wu May 2013 S
8437490 Marton May 2013 B2
8443930 Stewart, Jr. May 2013 B2
8447590 Ishibashi May 2013 B2
8472639 Reining Jun 2013 B2
8472640 Marton Jun 2013 B2
D685346 Szymanski Jul 2013 S
D686182 Ashiwa Jul 2013 S
8479871 Stewart Jul 2013 B2
8483398 Fozunbal Jul 2013 B2
8498423 Thaden Jul 2013 B2
D687432 Duan Aug 2013 S
8503653 Ahuja Aug 2013 B2
8515089 Nicholson Aug 2013 B2
8515109 Dittberner Aug 2013 B2
8526633 Ukai Sep 2013 B2
8553904 Said Oct 2013 B2
8559611 Ratmanski Oct 2013 B2
D693328 Goetzen Nov 2013 S
8583481 Viveiros Nov 2013 B2
8599194 Lewis Dec 2013 B2
8600443 Kawaguchi Dec 2013 B2
8605890 Zhang Dec 2013 B2
8620650 Walters Dec 2013 B2
8631897 Stewart Jan 2014 B2
8634569 Lu Jan 2014 B2
8638951 Zurek Jan 2014 B2
D699712 Bourne Feb 2014 S
8644477 Gilbert Feb 2014 B2
8654955 Lambert Feb 2014 B1
8654990 Faller Feb 2014 B2
8660274 Wolff Feb 2014 B2
8660275 Buck Feb 2014 B2
8670581 Harman Mar 2014 B2
8672087 Stewart Mar 2014 B2
8675890 Schmidt Mar 2014 B2
8675899 Jung Mar 2014 B2
8676728 Velusamy Mar 2014 B1
8682675 Togami Mar 2014 B2
8724829 Visser May 2014 B2
8730156 Weising May 2014 B2
8744069 Cutler Jun 2014 B2
8744101 Burns Jun 2014 B1
8755536 Chen Jun 2014 B2
8787560 Buck Jul 2014 B2
8811601 Mohammad Aug 2014 B2
8818002 Tashev Aug 2014 B2
8824693 Åhgren Sep 2014 B2
8842851 Beaucoup Sep 2014 B2
8855326 Derkx Oct 2014 B2
8855327 Tanaka Oct 2014 B2
8861713 Xu Oct 2014 B2
8861756 Zhu Oct 2014 B2
8873789 Bigeh Oct 2014 B2
D717272 Kim Nov 2014 S
8886343 Ishibashi Nov 2014 B2
8893849 Hudson Nov 2014 B2
8898633 Bryant Nov 2014 B2
D718731 Lee Dec 2014 S
8903106 Meyer Dec 2014 B2
8923529 McCowan Dec 2014 B2
8929564 Kikkeri Jan 2015 B2
8942382 Elko Jan 2015 B2
8965546 Visser Feb 2015 B2
D725059 Kim Mar 2015 S
D725631 McNamara Mar 2015 S
8976977 De Mar 2015 B2
8983089 Chu Mar 2015 B1
8983834 Davis Mar 2015 B2
D726144 Kang Apr 2015 S
D727968 Onoue Apr 2015 S
9002028 Haulick Apr 2015 B2
D729767 Lee May 2015 S
9038301 Zelbacher May 2015 B2
9088336 Mani Jul 2015 B2
9094496 Teutsch Jul 2015 B2
D735717 Lam Aug 2015 S
D737245 Fan Aug 2015 S
9099094 Burnett Aug 2015 B2
9107001 Diethorn Aug 2015 B2
9111543 Åhgren Aug 2015 B2
9113242 Hyun Aug 2015 B2
9113247 Chatlani Aug 2015 B2
9126827 Hsieh Sep 2015 B2
9129223 Velusamy Sep 2015 B1
9140054 Oberbroeckling Sep 2015 B2
D740279 Wu Oct 2015 S
9172345 Kok Oct 2015 B2
D743376 Kim Nov 2015 S
D743939 Seong Nov 2015 S
9196261 Burnett Nov 2015 B2
9197974 Clark Nov 2015 B1
9203494 Tarighat Mehrabani Dec 2015 B2
9215327 Bathurst Dec 2015 B2
9215543 Sun Dec 2015 B2
9226062 Sun Dec 2015 B2
9226070 Hyun Dec 2015 B2
9226088 Pandey Dec 2015 B2
9232185 Graham Jan 2016 B2
9237391 Benesty Jan 2016 B2
9247367 Nobile Jan 2016 B2
9253567 Morcelli Feb 2016 B2
9257132 Gowreesunker Feb 2016 B2
9264553 Pandey Feb 2016 B2
9264805 Buck Feb 2016 B2
9280985 Tawada Mar 2016 B2
9286908 Zhang Mar 2016 B2
9294839 Lambert Mar 2016 B2
9301049 Elko Mar 2016 B2
D754103 Fischer Apr 2016 S
9307326 Elko Apr 2016 B2
9319532 Bao Apr 2016 B2
9319799 Salmon Apr 2016 B2
9326060 Nicholson Apr 2016 B2
D756502 Lee May 2016 S
9330673 Cho May 2016 B2
9338301 Pocino May 2016 B2
9338549 Haulick May 2016 B2
9354310 Visser May 2016 B2
9357080 Beaucoup May 2016 B2
9403670 Schelling Aug 2016 B2
9426598 Walsh Aug 2016 B2
D767748 Nakai Sep 2016 S
9451078 Yang Sep 2016 B2
D769239 Li Oct 2016 S
9462378 Kuech Oct 2016 B2
9473868 Huang Oct 2016 B2
9479627 Rung Oct 2016 B1
9479885 Ivanov Oct 2016 B1
9489948 Chu Nov 2016 B1
9510090 Lissek Nov 2016 B2
9514723 Silfvast Dec 2016 B2
9516412 Shigenaga Dec 2016 B2
9521057 Klingbeil Dec 2016 B2
9549245 Frater Jan 2017 B2
9560446 Chang Jan 2017 B1
9560451 Eichfeld Jan 2017 B2
9565493 Abraham Feb 2017 B2
9578413 Sawa Feb 2017 B2
9578440 Otto Feb 2017 B2
9589556 Gao Mar 2017 B2
9591123 Sorensen Mar 2017 B2
9591404 Chhetri Mar 2017 B1
D784299 Cho Apr 2017 S
9615173 Sako Apr 2017 B2
9628596 Bullough Apr 2017 B1
9635186 Pandey Apr 2017 B2
9635474 Kuster Apr 2017 B2
D787481 Tyss May 2017 S
D788073 Silvera May 2017 S
9640187 Niemisto May 2017 B2
9641688 Pandey May 2017 B2
9641929 Li May 2017 B2
9641935 Ivanov May 2017 B1
9653091 Matsuo May 2017 B2
9653092 Sun May 2017 B2
9655001 Metzger May 2017 B2
9659576 Kotvis May 2017 B1
D789323 Mackiewicz Jun 2017 S
9674604 Deroo Jun 2017 B2
9692882 Mani Jun 2017 B2
9706057 Mani Jul 2017 B2
9716944 Yliaho Jul 2017 B2
9721582 Huang Aug 2017 B1
9734835 Fujieda Aug 2017 B2
9754572 Salazar Sep 2017 B2
9761243 Taenzer Sep 2017 B2
D801285 Timmins Oct 2017 S
9788119 Vilermo Oct 2017 B2
9813806 Graham Nov 2017 B2
9818426 Kotera Nov 2017 B2
9826211 Sawa Nov 2017 B2
9854101 Pandey Dec 2017 B2
9854363 Sladeczek Dec 2017 B2
9860439 Sawa Jan 2018 B2
9866952 Pandey Jan 2018 B2
D811393 Ahn Feb 2018 S
9894434 Rollow, IV Feb 2018 B2
9930448 Chen Mar 2018 B1
9936290 Mohammad Apr 2018 B2
9966059 Ayrapetian May 2018 B1
9973848 Chhetri May 2018 B2
9980042 Benattar May 2018 B1
D819607 Chui Jun 2018 S
D819631 Matsumiya Jun 2018 S
10015589 Ebenezer Jul 2018 B1
10021506 Johnson Jul 2018 B2
10021515 Mallya Jul 2018 B1
10034116 Kadri Jul 2018 B2
10054320 Choi Aug 2018 B2
10061009 Family Aug 2018 B1
10062379 Katuri Aug 2018 B2
10153744 Every Dec 2018 B1
10165386 Lehtiniemi Dec 2018 B2
D841589 Böhmer Feb 2019 S
10206030 Matsumoto Feb 2019 B2
10210882 McCowan Feb 2019 B1
10231062 Pedersen Mar 2019 B2
10244121 Mani Mar 2019 B2
10244219 Sawa Mar 2019 B2
10269343 Wingate Apr 2019 B2
10366702 Morton Jul 2019 B2
10367948 Wells-Rutherford Jul 2019 B2
D857873 Shimada Aug 2019 S
10389861 Mani Aug 2019 B2
10389885 Sun Aug 2019 B2
D860319 Beruto Sep 2019 S
D860997 Jhun Sep 2019 S
D864136 Kim Oct 2019 S
10440469 Barnett Oct 2019 B2
D865723 Cho Nov 2019 S
10566008 Thorpe Feb 2020 B2
10602267 Grosche Mar 2020 B2
D883952 Lucas May 2020 S
10650797 Kumar May 2020 B2
D888020 Lyu Jun 2020 S
10728653 Graham Jul 2020 B2
D900070 Lantz Oct 2020 S
D900071 Lantz Oct 2020 S
D900072 Lantz Oct 2020 S
D900073 Lantz Oct 2020 S
D900074 Lantz Oct 2020 S
10827263 Christoph Nov 2020 B2
10863270 O'Neill Dec 2020 B1
10930297 Christoph Feb 2021 B2
10959018 Shi Mar 2021 B1
10979805 Chowdhary Apr 2021 B2
D924189 Park Jul 2021 S
11109133 Lantz Aug 2021 B2
D940116 Cho Jan 2022 S
11218802 Kandadai Jan 2022 B1
20010031058 Anderson Oct 2001 A1
20020015500 Belt Feb 2002 A1
20020041679 Beaucoup Apr 2002 A1
20020048377 Vaudrey Apr 2002 A1
20020064158 Yokoyama May 2002 A1
20020064287 Kawamura May 2002 A1
20020069054 Arrowood Jun 2002 A1
20020110255 Killion Aug 2002 A1
20020126861 Colby Sep 2002 A1
20020131580 Smith Sep 2002 A1
20020140633 Rafii Oct 2002 A1
20020146282 Wilkes Oct 2002 A1
20020149070 Sheplak Oct 2002 A1
20020159603 Hirai Oct 2002 A1
20030026437 Janse Feb 2003 A1
20030053639 Beaucoup Mar 2003 A1
20030059061 Tsuji Mar 2003 A1
20030063762 Tajima Apr 2003 A1
20030063768 Cornelius Apr 2003 A1
20030072461 Moorer Apr 2003 A1
20030107478 Hendricks Jun 2003 A1
20030118200 Beaucoup Jun 2003 A1
20030122777 Grover Jul 2003 A1
20030138119 Pocino Jul 2003 A1
20030156725 Boone Aug 2003 A1
20030161485 Smith Aug 2003 A1
20030163326 Maase Aug 2003 A1
20030169888 Subotic Sep 2003 A1
20030185404 Milsap Oct 2003 A1
20030198339 Roy Oct 2003 A1
20030198359 Killion Oct 2003 A1
20030202107 Slattery Oct 2003 A1
20040013038 Kajala Jan 2004 A1
20040013252 Craner Jan 2004 A1
20040076305 Santiago Apr 2004 A1
20040105557 Matsuo Jun 2004 A1
20040125942 Beaucoup Jul 2004 A1
20040175006 Kim Sep 2004 A1
20040202345 Stenberg Oct 2004 A1
20040240664 Freed Dec 2004 A1
20050005494 Way Jan 2005 A1
20050041530 Goudie Feb 2005 A1
20050069156 Haapapuro Mar 2005 A1
20050094580 Kumar May 2005 A1
20050094795 Rambo May 2005 A1
20050149320 Kajala Jul 2005 A1
20050157897 Saltykov Jul 2005 A1
20050175189 Lee Aug 2005 A1
20050175190 Tashev Aug 2005 A1
20050213747 Popovich Sep 2005 A1
20050221867 Zurek Oct 2005 A1
20050238196 Furuno Oct 2005 A1
20050270906 Ramenzoni Dec 2005 A1
20050271221 Cerwin Dec 2005 A1
20050286698 Bathurst Dec 2005 A1
20050286729 Harwood Dec 2005 A1
20060083390 Kaderavek Apr 2006 A1
20060088173 Rodman Apr 2006 A1
20060093128 Oxford May 2006 A1
20060098403 Smith May 2006 A1
20060104458 Kenoyer May 2006 A1
20060109983 Young May 2006 A1
20060151256 Lee Jul 2006 A1
20060159293 Azima Jul 2006 A1
20060161430 Schweng Jul 2006 A1
20060165242 Miki Jul 2006 A1
20060192976 Hall Aug 2006 A1
20060198541 Henry Sep 2006 A1
20060204022 Hooley Sep 2006 A1
20060215866 Francisco Sep 2006 A1
20060222187 Jarrett Oct 2006 A1
20060233353 Beaucoup Oct 2006 A1
20060239471 Mao Oct 2006 A1
20060262942 Oxford Nov 2006 A1
20060269080 Oxford Nov 2006 A1
20060269086 Page Nov 2006 A1
20070006474 Taniguchi Jan 2007 A1
20070009116 Reining Jan 2007 A1
20070019828 Hughes Jan 2007 A1
20070053524 Haulick Mar 2007 A1
20070093714 Beaucoup Apr 2007 A1
20070116255 Derkx May 2007 A1
20070120029 Keung May 2007 A1
20070165871 Roovers Jul 2007 A1
20070230712 Belt Oct 2007 A1
20070253561 Williams Nov 2007 A1
20070269066 Derleth Nov 2007 A1
20080008339 Ryan Jan 2008 A1
20080033723 Jang Feb 2008 A1
20080046235 Chen Feb 2008 A1
20080056517 Algazi Mar 2008 A1
20080101622 Sugiyama May 2008 A1
20080130907 Sudo Jun 2008 A1
20080144848 Buck Jun 2008 A1
20080168283 Penning Jul 2008 A1
20080188965 Bruey Aug 2008 A1
20080212805 Fincham Sep 2008 A1
20080232607 Tashev Sep 2008 A1
20080247567 Kjolerbakken Oct 2008 A1
20080253553 Li Oct 2008 A1
20080253589 Trahms Oct 2008 A1
20080259731 Happonen Oct 2008 A1
20080260175 Elko Oct 2008 A1
20080279400 Knoll Nov 2008 A1
20080285772 Haulick Nov 2008 A1
20090003586 Lai Jan 2009 A1
20090030536 Gur Jan 2009 A1
20090052684 Ishibashi Feb 2009 A1
20090086998 Jeong Apr 2009 A1
20090087000 Ko Apr 2009 A1
20090087001 Jiang Apr 2009 A1
20090094817 Killion Apr 2009 A1
20090129609 Oh May 2009 A1
20090147967 Ishibashi Jun 2009 A1
20090150149 Cutter Jun 2009 A1
20090161880 Hooley Jun 2009 A1
20090169027 Ura Jul 2009 A1
20090173030 Gulbrandsen Jul 2009 A1
20090173570 Levit Jul 2009 A1
20090226004 Soerensen Sep 2009 A1
20090233545 Sutskover Sep 2009 A1
20090237561 Kobayashi Sep 2009 A1
20090254340 Sun Oct 2009 A1
20090274318 Ishibashi Nov 2009 A1
20090310794 Ishibashi Dec 2009 A1
20100011644 Kramer Jan 2010 A1
20100034397 Nakadai Feb 2010 A1
20100074433 Zhang Mar 2010 A1
20100111323 Marton May 2010 A1
20100111324 Yeldener May 2010 A1
20100119097 Ohtsuka May 2010 A1
20100123785 Chen May 2010 A1
20100128892 Chen May 2010 A1
20100128901 Herman May 2010 A1
20100131749 Kim May 2010 A1
20100142721 Wada Jun 2010 A1
20100150364 Buck Jun 2010 A1
20100158268 Marton Jun 2010 A1
20100165071 Ishibashi Jul 2010 A1
20100166219 Marton Jul 2010 A1
20100189275 Christoph Jul 2010 A1
20100189299 Grant Jul 2010 A1
20100202628 Meyer Aug 2010 A1
20100208605 Wang Aug 2010 A1
20100215184 Buck Aug 2010 A1
20100215189 Marton Aug 2010 A1
20100217590 Nemer Aug 2010 A1
20100245624 Beaucoup Sep 2010 A1
20100246873 Chen Sep 2010 A1
20100284185 Ngai Nov 2010 A1
20100305728 Aiso Dec 2010 A1
20100314513 Evans Dec 2010 A1
20110002469 Ojala Jan 2011 A1
20110007921 Stewart Jan 2011 A1
20110033063 McGrath Feb 2011 A1
20110038229 Beaucoup Feb 2011 A1
20110096136 Liu Apr 2011 A1
20110096631 Kondo Apr 2011 A1
20110096915 Nemer Apr 2011 A1
20110164761 McCowan Jul 2011 A1
20110194719 Frater Aug 2011 A1
20110211706 Tanaka Sep 2011 A1
20110235821 Okita Sep 2011 A1
20110268287 Ishibashi Nov 2011 A1
20110311064 Teutsch Dec 2011 A1
20110311085 Stewart Dec 2011 A1
20110317862 Hosoe Dec 2011 A1
20120002835 Stewart Jan 2012 A1
20120014049 Ogle Jan 2012 A1
20120027227 Kok Feb 2012 A1
20120070015 Oh Mar 2012 A1
20120076316 Zhu Mar 2012 A1
20120080260 Stewart Apr 2012 A1
20120093344 Sun Apr 2012 A1
20120117474 Miki May 2012 A1
20120128160 Kim May 2012 A1
20120128175 Visser May 2012 A1
20120155688 Wilson Jun 2012 A1
20120155703 Hernandez-Abrego Jun 2012 A1
20120163625 Siotis Jun 2012 A1
20120169826 Jeong Jul 2012 A1
20120177219 Mullen Jul 2012 A1
20120182429 Forutanpour Jul 2012 A1
20120207335 Spaanderman Aug 2012 A1
20120224709 Keddem Sep 2012 A1
20120243698 Elko Sep 2012 A1
20120262536 Chen Oct 2012 A1
20120288079 Burnett Nov 2012 A1
20120288114 Duraiswami Nov 2012 A1
20120294472 Hudson Nov 2012 A1
20120327115 Chhetri Dec 2012 A1
20120328142 Horibe Dec 2012 A1
20130002797 Thapa Jan 2013 A1
20130004013 Stewart Jan 2013 A1
20130015014 Stewart Jan 2013 A1
20130016847 Steiner Jan 2013 A1
20130028451 De Roo Jan 2013 A1
20130029684 Kawaguchi Jan 2013 A1
20130034241 Pandey Feb 2013 A1
20130039504 Pandey Feb 2013 A1
20130083911 Bathurst Apr 2013 A1
20130094689 Tanaka Apr 2013 A1
20130101141 McElveen Apr 2013 A1
20130136274 Per May 2013 A1
20130142343 Matsui Jun 2013 A1
20130147835 Lee Jun 2013 A1
20130156198 Kim Jun 2013 A1
20130182190 McCartney Jul 2013 A1
20130206501 Yu Aug 2013 A1
20130216066 Yerrace Aug 2013 A1
20130226593 Magnusson Aug 2013 A1
20130251181 Stewart Sep 2013 A1
20130264144 Hudson Oct 2013 A1
20130271559 Feng Oct 2013 A1
20130294616 Mulder Nov 2013 A1
20130297302 Pan Nov 2013 A1
20130304476 Kim Nov 2013 A1
20130304479 Teller Nov 2013 A1
20130329908 Lindahl Dec 2013 A1
20130332156 Tackin Dec 2013 A1
20130336516 Stewart Dec 2013 A1
20130343549 Vemireddy Dec 2013 A1
20140003635 Mohammad Jan 2014 A1
20140010383 Mackey Jan 2014 A1
20140016794 Lu Jan 2014 A1
20140029761 Maenpaa Jan 2014 A1
20140037097 Mark Feb 2014 A1
20140050332 Nielsen Feb 2014 A1
20140072151 Ochs Mar 2014 A1
20140098233 Martin Apr 2014 A1
20140098964 Rosca Apr 2014 A1
20140122060 Kaszczuk May 2014 A1
20140177857 Kuster Jun 2014 A1
20140233777 Tseng Aug 2014 A1
20140233778 Hardiman Aug 2014 A1
20140264654 Salmon Sep 2014 A1
20140265774 Stewart Sep 2014 A1
20140270271 Dehe Sep 2014 A1
20140286518 Stewart Sep 2014 A1
20140295768 Wu Oct 2014 A1
20140301586 Stewart Oct 2014 A1
20140307882 Leblanc Oct 2014 A1
20140314251 Rosca Oct 2014 A1
20140341392 Lambert Nov 2014 A1
20140357177 Stewart Dec 2014 A1
20140363008 Chen Dec 2014 A1
20150003638 Kasai Jan 2015 A1
20150025878 Gowreesunker Jan 2015 A1
20150030172 Gaensler Jan 2015 A1
20150033042 Iwamoto Jan 2015 A1
20150050967 Bao Feb 2015 A1
20150055796 Nugent Feb 2015 A1
20150055797 Nguyen Feb 2015 A1
20150063579 Bao Mar 2015 A1
20150070188 Aramburu Mar 2015 A1
20150078581 Etter Mar 2015 A1
20150078582 Graham Mar 2015 A1
20150097719 Balachandreswaran Apr 2015 A1
20150104023 Bilobrov Apr 2015 A1
20150117672 Christoph Apr 2015 A1
20150118960 Petit Apr 2015 A1
20150126255 Yang May 2015 A1
20150156578 Alexandridis Jun 2015 A1
20150163577 Benesty Jun 2015 A1
20150185825 Mullins Jul 2015 A1
20150189423 Giannuzzi Jul 2015 A1
20150208171 Funakoshi Jul 2015 A1
20150237424 Wilker Aug 2015 A1
20150281832 Kishimoto Oct 2015 A1
20150281833 Shigenaga Oct 2015 A1
20150281834 Takano Oct 2015 A1
20150312662 Kishimoto Oct 2015 A1
20150312691 Virolainen Oct 2015 A1
20150326968 Shigenaga Nov 2015 A1
20150341734 Sherman Nov 2015 A1
20150350621 Sawa Dec 2015 A1
20150358734 Butler Dec 2015 A1
20160011851 Zhang Jan 2016 A1
20160021478 Katagiri Jan 2016 A1
20160029120 Nesta Jan 2016 A1
20160031700 Sparks Feb 2016 A1
20160037277 Matsumoto Feb 2016 A1
20160055859 Finlow-Bates Feb 2016 A1
20160080867 Nugent Mar 2016 A1
20160088392 Huttunen Mar 2016 A1
20160100092 Bohac Apr 2016 A1
20160105473 Klingbeil Apr 2016 A1
20160111109 Tsujikawa Apr 2016 A1
20160127527 Mani May 2016 A1
20160134928 Ogle May 2016 A1
20160142548 Pandey May 2016 A1
20160142814 Deroo May 2016 A1
20160142815 Norris May 2016 A1
20160148057 Oh May 2016 A1
20160150315 Tzirkel-Hancock May 2016 A1
20160150316 Kubota May 2016 A1
20160155455 Ojanperä Jun 2016 A1
20160165340 Benattar Jun 2016 A1
20160173976 Podhradsky Jun 2016 A1
20160173978 Li Jun 2016 A1
20160189727 Wu Jun 2016 A1
20160192068 Ng Jun 2016 A1
20160196836 Yu Jul 2016 A1
20160234593 Matsumoto Aug 2016 A1
20160249132 Oliaei Aug 2016 A1
20160275961 Yu Sep 2016 A1
20160295279 Srinivasan Oct 2016 A1
20160300584 Pandey Oct 2016 A1
20160302002 Lambert Oct 2016 A1
20160302006 Pandey Oct 2016 A1
20160323667 Shumard Nov 2016 A1
20160323668 Abraham Nov 2016 A1
20160330545 McElveen Nov 2016 A1
20160337523 Pandey Nov 2016 A1
20160353200 Bigeh Dec 2016 A1
20160357508 Moore Dec 2016 A1
20170019744 Matsumoto Jan 2017 A1
20170064451 Park Mar 2017 A1
20170105066 McLaughlin Apr 2017 A1
20170134849 Pandey May 2017 A1
20170134850 Graham May 2017 A1
20170164101 Rollow, IV Jun 2017 A1
20170180861 Chen Jun 2017 A1
20170206064 Breazeal Jul 2017 A1
20170230748 Shumard Aug 2017 A1
20170264999 Fukuda Sep 2017 A1
20170303887 Richmond Oct 2017 A1
20170308352 Kessler Oct 2017 A1
20170374454 Bernardini Dec 2017 A1
20180083848 Siddiqi Mar 2018 A1
20180102136 Ebenezer Apr 2018 A1
20180109873 Xiang Apr 2018 A1
20180115799 Thiele Apr 2018 A1
20180160224 Graham Jun 2018 A1
20180196585 Densham Jul 2018 A1
20180219922 Bryans Aug 2018 A1
20180227666 Barnett Aug 2018 A1
20180292079 Branham Oct 2018 A1
20180310096 Shumard Oct 2018 A1
20180313558 Byers Nov 2018 A1
20180338205 Abraham Nov 2018 A1
20180359565 Kim Dec 2018 A1
20190042187 Truong Feb 2019 A1
20190166424 Harney May 2019 A1
20190182607 Pedersen Jun 2019 A1
20190215540 Nicol Jul 2019 A1
20190230436 Tsingos Jul 2019 A1
20190259408 Freeman Aug 2019 A1
20190268683 Miyahara Aug 2019 A1
20190295540 Grima Sep 2019 A1
20190295569 Wang Sep 2019 A1
20190319677 Hansen Oct 2019 A1
20190371354 Lester Dec 2019 A1
20190373362 Ansai Dec 2019 A1
20190385629 Moravy Dec 2019 A1
20190387311 Schultz Dec 2019 A1
20200015021 Leppanen Jan 2020 A1
20200021910 Rollow, IV Jan 2020 A1
20200037068 Barnett Jan 2020 A1
20200068297 Rollow, IV Feb 2020 A1
20200100009 Lantz Mar 2020 A1
20200100025 Shumard Mar 2020 A1
20200107137 Koutrouli Apr 2020 A1
20200137485 Yamakawa Apr 2020 A1
20200145753 Rollow, IV May 2020 A1
20200152218 Kikuhara May 2020 A1
20200162618 Enteshari May 2020 A1
20200228663 Wells-Rutherford Jul 2020 A1
20200251119 Yang Aug 2020 A1
20200275204 Labosco Aug 2020 A1
20200278043 Cao Sep 2020 A1
20200288237 Abraham Sep 2020 A1
20210012789 Husain Jan 2021 A1
20210021940 Petersen Jan 2021 A1
20210044881 Lantz Feb 2021 A1
20210051397 Veselinovic Feb 2021 A1
20210098014 Tanaka Apr 2021 A1
20210098015 Pandey Apr 2021 A1
20210120335 Veselinovic Apr 2021 A1
20210200504 Park Jul 2021 A1
20210375298 Zhang Dec 2021 A1
Foreign Referenced Citations (149)
Number Date Country
2359771 Apr 2003 CA
2475283 Jan 2005 CA
2505496 Oct 2006 CA
2838856 Dec 2012 CA
2846323 Sep 2014 CA
1780495 May 2006 CN
101217830 Jul 2008 CN
101833954 Sep 2010 CN
101860776 Oct 2010 CN
101894558 Nov 2010 CN
102646418 Aug 2012 CN
102821336 Dec 2012 CN
102833664 Dec 2012 CN
102860039 Jan 2013 CN
104036784 Sep 2014 CN
104053088 Sep 2014 CN
104080289 Oct 2014 CN
104347076 Feb 2015 CN
104581463 Apr 2015 CN
105355210 Feb 2016 CN
105548998 May 2016 CN
106162427 Nov 2016 CN
106251857 Dec 2016 CN
106851036 Jun 2017 CN
107221336 Sep 2017 CN
107534725 Jan 2018 CN
108172235 Jun 2018 CN
109087664 Dec 2018 CN
208190895 Dec 2018 CN
109727604 May 2019 CN
110010147 Jul 2019 CN
306391029 Mar 2021 CN
2941485 Apr 1981 DE
0077546430001 Mar 2020 EM
0381498 Aug 1990 EP
0594098 Apr 1994 EP
0869697 Oct 1998 EP
1180914 Feb 2002 EP
1184676 Mar 2002 EP
0944228 Jun 2003 EP
1439526 Jul 2004 EP
1651001 Apr 2006 EP
1727344 Nov 2006 EP
1906707 Apr 2008 EP
1952393 Aug 2008 EP
1962547 Aug 2008 EP
2133867 Dec 2009 EP
2159789 Mar 2010 EP
2197219 Jun 2010 EP
2360940 Aug 2011 EP
2710788 Mar 2014 EP
2721837 Apr 2014 EP
2772910 Sep 2014 EP
2778310 Sep 2014 EP
2942975 Nov 2015 EP
2988527 Feb 2016 EP
3131311 Feb 2017 EP
2393601 Mar 2004 GB
2446620 Aug 2008 GB
S63144699 Jun 1988 JP
H01260967 Oct 1989 JP
H0241099 Feb 1990 JP
H05260589 Oct 1993 JP
H07336790 Dec 1995 JP
3175622 Jun 2001 JP
2003060530 Feb 2003 JP
2003087890 Mar 2003 JP
2004349806 Dec 2004 JP
2004537232 Dec 2004 JP
2005323084 Nov 2005 JP
2006094389 Apr 2006 JP
2006101499 Apr 2006 JP
4120646 Aug 2006 JP
4258472 Aug 2006 JP
4196956 Sep 2006 JP
2006340151 Dec 2006 JP
4760160 Jan 2007 JP
4752403 Mar 2007 JP
2007089058 Apr 2007 JP
4867579 Jun 2007 JP
2007208503 Aug 2007 JP
2007228069 Sep 2007 JP
2007228070 Sep 2007 JP
2007274131 Oct 2007 JP
2007274463 Oct 2007 JP
2007288679 Nov 2007 JP
2008005347 Jan 2008 JP
2008042754 Feb 2008 JP
2008154056 Jul 2008 JP
2008259022 Oct 2008 JP
2008263336 Oct 2008 JP
2008312002 Dec 2008 JP
2009206671 Sep 2009 JP
2010028653 Feb 2010 JP
2010114554 May 2010 JP
2010268129 Nov 2010 JP
2011015018 Jan 2011 JP
4779748 Sep 2011 JP
2012165189 Aug 2012 JP
5028944 Sep 2012 JP
5139111 Feb 2013 JP
5306565 Oct 2013 JP
5685173 Mar 2015 JP
2016051038 Apr 2016 JP
100298300 May 2001 KR
100901464 Jun 2009 KR
100960781 Jun 2010 KR
1020130033723 Apr 2013 KR
300856915 May 2016 KR
201331932 Aug 2013 TW
1484478 May 2015 TW
1997008896 Mar 1997 WO
1998047291 Oct 1998 WO
2000030402 May 2000 WO
2003073786 Sep 2003 WO
2003088429 Oct 2003 WO
2004027754 Apr 2004 WO
2004090865 Oct 2004 WO
2006049260 May 2006 WO
2006071119 Jul 2006 WO
2006114015 Nov 2006 WO
2006121896 Nov 2006 WO
2007045971 Apr 2007 WO
2008074249 Jun 2008 WO
2008125523 Oct 2008 WO
2009039783 Apr 2009 WO
2009109069 Sep 2009 WO
2010001508 Jan 2010 WO
2010091999 Aug 2010 WO
2010140084 Dec 2010 WO
2010144148 Dec 2010 WO
2011104501 Sep 2011 WO
2012122132 Sep 2012 WO
2012140435 Oct 2012 WO
2012160459 Nov 2012 WO
2012174159 Dec 2012 WO
2013016986 Feb 2013 WO
2013182118 Dec 2013 WO
2014156292 Oct 2014 WO
2016176429 Nov 2016 WO
2016179211 Nov 2016 WO
2017208022 Dec 2017 WO
2018140444 Aug 2018 WO
2018140618 Aug 2018 WO
2018211806 Nov 2018 WO
2019231630 Dec 2019 WO
2020168873 Aug 2020 WO
2020191354 Sep 2020 WO
211843001 Nov 2020 WO
Non-Patent Literature Citations (276)
Entry
“Philips Hue Bulbs and Wirelss Connected Lighting System,” Web page https://www.philips-hue.com/en-in, 8 pp, Sep. 23, 2020, retrieved from Internet Archive Wayback Machine, <https://web.archive.org/web/20200923171037/https://www.philips-hue.com/en-in> on Sep. 27, 2021.
“Vsa 2050 II Digitally Steerable Column Speaker,” Web page https://www.rcf.it/en_US/products/product-detail/vsa-2050-ii/972389, 15 pages, Dec. 24, 2018.
Advanced Network Devices, IPSM Ceiling Tile IP Speaker, Feb. 2011, 2 pgs.
Advanced Network Devices, IPSCM Standard 2′ by 2′ Ceiling Tile Speaker, 2 pgs.
Affes, et al., “A Signal Subspace Tracking Algorithm for Microphone Array Processing of Speech,” IEEE Trans. On Speech and Audio Processing, vol. 5, No. 5, Sep. 1997, pp. 425-437.
Affes, et al., “A Source Subspace Tracking Array of Microphones for Double Talk Situations,” 1996 IEEE International Confernece on Acoustics, Speech, and Signal Processing Conference Proceedings, May 1996, pp. 909-912.
Affes, et al., “An Algorithm for Multisource Beamforming and Multitarget Tracking,” IEEE Trans. On Signal Processing, vol. 44, No. 6, Jun. 1996, pp. 1512-1522.
Affes, et al., “Robust Adaptive Beamforming via LMS-Like Target Tracking,” Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, Apr. 1994, pp. IV-269-IV-272.
Ahonen, et al, “Directional Analysis of Sound Field with Linear Microphone Array and Applications in Sound Reproduction,” Audio Engineering Socity, Covention Paper 7329, May 2008, 11 pp.
Alarifi, et al., “Ultra Wideband Indoor Positioning Technologies: Analysis and Recent Advances,” Sensors 2016, vol. 16, No. 707, 36 pp.
Amazon webpage for Metalfab MFLCRFG (last visited Apr. 22, 2020) available at <https://www.amazon.com/RETURN-FILTERGRILLE-Drop-Ceiling/dp/B0064Q9A71/ref=sr 12?dchild=1&keywords=drop+ceiling+return+air+grille&qid=1585862723&s=hi&sr=1-2>, 11 pp.
Armstrong “Walls ” Catalog available at <https://www.armstrongceilings.com/content/dam/armstrongceilings/commerical/north-america/catalogs/armstrong-ceilings-wallspecifiers-reference.pdf>, 2019, 30 pp.
Armstrong Tectum Ceiling & Wall Panels Catalog available at <https://www.armstrongceilings.com/content/dam/armstrongceilings/commercial/north-america/brochures/tectum-brochure.pdf>, 2019, 16 pp.
Armstrong Woodworks Concealed Catalog available at <https://sweets.contruction.com/swts_content_files/3824/442581.pdf>, 2014, 6 pp.
Armstrong Woodworks Walls Catalog available at <https://www.armstrongceilings.com/pdbupimagesclg/220600.pdf/download/data-sheet-woodworks-walls.pdf>, 2019, 2 pp.
Armstrong World Industries, Inc., I-Ceilings Sound Systems Speaker Panels, 2002, 4 pgs.
Armstrong, Acoustical DesignL Exposed Structure, available at <https://www.armstrongceilings.com/pdbupimagesclg/217142.pdf/download.acoustical-design-exposed-structurespaces-brochure.pdf>, 2018, 19 pp.
Armstrong, Ceiling Systems, Brochure page for Armstrong Softlook, 1995, 2 pp.
Armstrong, Excerpts from Armstrong 2011-2012 Ceiling Wall Systems Catalog, available at <https://web.archive.org/web/2012116034120/http://www.armstrong.com/commceilingsna/en_us/pdf/ceilings_catalog_screen-2011.pdf>, as early aas 2012, 162 pp.
Armstrong, i-Ceilings, Brochure, 2009, 12 pp.
Arnold et al., “A Directional Acoustic Array Using Silicon Micromachined Piezoresistive Microphones,” Journal of Acoustical Society of America, 113(1), Jan. 2003, 10 pp.
Atlas Sound, I128SYSM IP Compliant Loudspeaker System with Microphone Data Sheet, 2009, 2 pgs.
Atlas Sound,1′X2′ IP Speaker with Microphone for Suspended Ceiling Systems, https://www.atlasied.com/i128sysm, retrieved Oct. 25, 2017, 5 pgs.
Audio Technica, ES945 Omnidirectional Condenser Boundary Microphones, https://eu.audio-technica.com/resources/ES945%20Specifications.pdf, 2007, 1 pg.
Audix Microphones, Audix Introduces Innovative Ceiling Mics, http://audixusa.com/docs_12/latest_news/EFpIFkAAklOtSdolke.shtml, Jun. 2011, 6 pgs.
Audix Microphones, M70 Flush Mount Ceiling Mic, May 2016, 2 pgs.
Automixer Gated, Information Sheet, MIT, Nov. 2019, 9 pp.
AVNetwork, “Top Five Conference Room Mic Myths,” Feb. 25, 2015, 14 pp.
Beh, et al., “Combining Acoustic Echo Cancellation and Adaptive Beamforming for Achieving Robust Speech Interface in Mobile Robot,” 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sep. 2008, pp. 1693-1698.
Benesty, et al., “A New Class of Doubletalk Detectors Based on Cross-Correlation,” IEEE Transactions on Speech and Audio Processing, vol. 8, No. 2, Mar. 2000, pp. 168-172.
Benesty, et al., “Adaptive Algorithms for Mimo Acoustic Echo Cancellation,” AI2 Allen Institute for Artifical Intelligence, 2003.
Benesty, et al., “Differential Beamforming,” Fundamentals of Signal Enhancement and Array Signal Processing, First Edition, 2017, 39 pp.
Benesty, et al., “Frequency-Domain Adaptive Fitlering Revisited, Generalization to the Multi-Channel Case, and Application to Acoustic Echo Cancellation,” 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing Proceedings, Jun. 2000, pp. 789-792.
Benesty, et. Al., “Microphone Array Signal Processing,” Springer, 2010, 20 pp.
Berkun, et al., “Combined Beamformers for Robust Broadband Regularized Superdirective Beamforming,” IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 23, No. 5, May 2015, 10 pp.
Beyer Dynamic, Classis BM 32-33-34 DE-EN-FR 2016, 1 pg.
Beyer Dynamic, Classis-BM-33-PZ A1, 2013, 1 pg.
BNO055, Intelligent 9-axis absolute orientation sensor, Data sheet, Bosch, Nov. 2020, 118 pp.
Boyd, et al., Convex Optimization, Mar. 15, 1999, 216 pgs.
Brandstein, et al., “Microphone Arrays: Signal Processing Techniques and Applications,” Digital Signal Processing, Springer-Verlag Berlin Heidelberg, 2001, 401 pgs.
Brooksm et al., “A Quantitative Assessment of Group Delay Methods for Identifying Glottal Closures in Voiced Speech,” IEEE Transaction on Audio, Speech, and Language Processing, vol. 14, No. 2, Mar. 2006, 11 pp.
Bruel & Kjaer, by J.J. Christensen and J. Hald, Technical Review: Beamforming, No. 1, 2004, 54 pgs.
BSS Audio, Soundweb London Application Guides, 2010, 120 pgs.
Buchner, et al., “An Acoustic Human-Machine Interface with Multi-Channel Sound Reproduction,” IEEE Fourth Workshop on Multimedia Signal Processing, Oct. 2011, pp. 359-364.
Buchner, et al., “An Efficient Combination of Multi-Channel Acoustic Echo Cancellation with a Beamforming Microphone Array,” International Workshop on Hands-Free Speech Communication (HSC2001), Apr. 2001, pp. 55-58.
Buchner, et al., “Full-Duplex Communication Systems Using Loudspeaker Arrays and Microphone Arrays,” IEEE International Conference on Multimedia and Expo, Aug. 2002, pp. 509-512.
Buchner, et al., “Generalized Multichannel Frequency-Domain Adaptive Filtering: Efficient Realization and Application to Hands-Free Speech Communication,” Signal Processing 85, 2005, pp. 549-570.
Buchner, et al., “Multichannel Frequency-Domain Adaptive Filtering with Application to Multichannel Acoustic Echo Cancellation,” Adaptive Signal Processing, 2003, pp. 95-128.
Buck, “Aspects of First-ORder Differential Microphone Arrays in the Presence of Sensor Imperfections,” Transactions on Emerging Telecommunications Technologies, 13.2, 2002, 8 pp.
Buck et al., “First Order Differential Microphone Arrays for Automotive Applications,” 7th International Workshop on Acoustic Echo and Noise Control, Darmstadt University of Technology, Sep. 10-13, 2001, 4 pp.
Buck, et al., “Self-Calibrating Microphone Arrays for Speech Signal Acquisition: A Systematic Approach,” Signal Processing, vol. 86, 2006, pp. 1230-1238.
Burton, et al., “A New Structure for Combining Echo Cancellation and Beamforming in Changing Acoustical Environments,” IEEE International Conference on Acoustics, Speech and Signal Processing, 2007, pp. 1-77-1-80.
BZ-3a Installation Instructions, XEDIT Corporation, Available at <chrome-extension://efaidnbmnnnibpcajpcglclefindmkaj/viewer.html?pdfurl=https%3A%2F%2Fwww.servoreelers.com%2Fmt-content%2Fuploads%2F2017%2F05%2Fbz-a-3universal-2017c.pdf&clen=189067&chunk=true>, 1 p.
Cabral, et al., Glottal Spectral Separation for Speech Synthesis, IEEE Journal of Selected Topics in Signal Processing, 2013, 15 pp.
Campbell, “Adaptive Beamforming Using Microphone Array for Hands-Free Telephony,” Virginia Polytechnic Insitute and State University, Feb. 1999, 154 pgs.
Canetto, et al., “Speech Enhancement Systems Based on Microphone Arrays,” VI Conference of the Italian Society for Applied and Industrial Mathematics, May 27, 2002, 9 pp.
Cao, “Survey on Acoustic Vector Sensor and its Applications in Signal Processing” Proceedings of the 33rd Chinese Control Conference, Jul. 2014, 17 pp.
Cech, et al., “Active-Speaker Detection and Localization with Microphones and Cameras Embedded into a Robotic Head,” IEEE-RAS International Conference on Humanoid Robots, Oct. 2013, pp. 203-210.
Chan, et al., “Uniform Concentric Circular Arrays with Frequency-Invariant Characteristics—Theory, Design, Adaptive Beamforming and DOA Estimation,” IEEE Transactions on Signal Processing, vol. 55, NO. 1, Jan. 2007, pp. 165-177.
Chau, et al., “A Subband Beamformer on an Ultra Low-Power Miniature DSP Platform,” 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing, 4 pp.
Chen, et al., “A General Approach to the Design and Implementation of Linear Differential Microphone Arrays,” Signal and Information Processing Association Annual Summit and Conference, 2013 Asia-Pacific, IEEE, 7 pp.
Chen, et al., “Design and Implementation of Small Microphone Arrays,” PowerPoint Presentation, Northwestern Polytechnical University and Institut national de la recherche scientifique, Jan. 1, 2014, 56 pp.
Chen, et al., “Design and Robust Broadband Beamformers with Passband Shaping Characteristics using Tikhonov Regularization,” IEEE Transactions on Audio, Speech, and Language Processing, vol. 17, No. 4, May 2009, pp. 565-681.
Chou, “Frequency-Independent Beamformer with Low Response Error,” 1995 International Conference on Acoustics, Speech, and Signal Processing, pp. 2995-2998, May 9, 1995, 4 pp.
Chu, “Desktop Mic Array for Teleconferencing,” 1995 International Conference on Acoustics, Speech, and Signap Processing, May 1995, pp. 2999-3002.
Circuit Specialists webpage for an aluminum enclosure, available at <https://www.circuitspecialists.com/metal-instrument-enclosure-la7.html?otaid=gpl&gclid=EAIaIQobChMI2JTw-Ynm6AIVgbbICh3F4QKuEAkYBiABEgJZMPD_BwE>, 3 pp, 2019.
ClearOne Introduces Ceiling Microphone Array With Built-In Dante Interface, Press Release; GlobeNewswire, Jan. 8, 2019, 2 pp.
ClearOne Launches Second Generation of its Groundbreaking Beamforming Microphone Array, PRess Release, Acquire Media, Jun. 1, 2016, 2 pp.
ClearOne to Unveil Beamforming Microphone Array with Adaptive Steering and Next Generation Acoustic Echo Cancellation Technology, Press Release, InfoComm, Jun. 4, 2012, 1 p.
ClearOne, Clearly Speaking Blog, “Advanced Beamforming Microphone Array Technology for Corporate Conferencing Systems,” Nov. 11, 2013, 5 pp., http://www.clearone.com/blog/advanced-beamforming-microphone-array-technology-for-corporate-conferencing-systems/.
ClearOne, Beamforming Microphone Array, Mar. 2012, 6 pgs.
ClearOne, Ceiling Microphone Array Installation Manual, Jan. 9, 2012, 20 pgs.
ClearOne, Converge/Converge Pro, Manual, 2008, 51 pp.
ClearOne, Professional Conferencing Microphones, Brochure, Mar. 2015, 3 pp.
Coleman, “Loudspeaker Array Processing for Personal Sound Zone Reproduction,” Centre for Vision, Speech, and Signal Processing, 2014, 239 pp.
Cook, et al., An Altemative Approach to Interpolated Array Processing for Uniform Circular Arrays, Asia-Pacific Conference on Circuits and Systems, 2002, pp. 411-414.
Cox, et al., “Robust Adaptive Beamforming,” IEEE Trans. Acoust., Speech, and Signal Processing, vol. ASSP-35, No. 10, Oct. 1987, pp. 1365-1376.
CTG Audio, Ceiling Microphone CTG CM-01, Jun. 5, 2008, 2 pgs.
CTG Audio, CM01 & CM-02 Ceiling Microphones Specifications, 2 pgs.
CTG Audio, CM-01 & CM-02 Ceiling Microphones, 2017, 4 pgs.
CTG Audio, CTG FS-400 and RS-800 with “Beamforming” Technolgy, Datasheet, As early as 2009, 2 pp.
CTG Audio, CTG User Manual for the FS-400/800 Beamforming Mixers, Nov. 2008, 26 pp.
CTG Audio, Expand Your IP Teleconferencing to Full Room Audio, Obtained from website htt.)://www ct audio com/ez and-, our-i teleconforencio-to-ful-room-audio-while-conquennc.1-echo-cancelation-issues Mull, 2014.
CTG Audio, Fequently Asked Questions, As early as 2009, 2 pp.
CTG Audio, Installation Manual and User Guidelines for the Soundman SM 02 System May 2001, 29 pp.
CTG Audio, Installation Manual, Nov. 21, 2008, 25 pgs.
CTG Audio, Introducing the CTG FS-400 and FS-800 with Beamforming Technology, As early as 2008, 2 pp.
CTG Audio, Meeting with Demand for Ceiling Mics in the Enterprise 5 Best Practices, Brochure, 2012, 9 pp.
CTG Audio, White on White—Introducing the CM-02 Ceiling Microphone, https://ctgaudio.com/white-on-white-introducing-the-cm-02-ceiling-microphone/, Feb. 20, 2014, 3 pgs.
Dahl et al., Acoustic Echo Cancelling with Microphone Arrays, Research Report Mar. 1995, Univ. of Karlskrona/Ronneby, Apr. 1995, 63 pgs.
Decawave, Application Note: APR001, UWB Regulations, A Summary of Worldwide Telecommunications Regulations groverning the use of Ultra-Wideband radio, Version 1.2, 2015, 63 pp.
Desiraju, et al., “Efficient Multi-Channel Acoustic Echo Cancellation Using Constrained Sparse Filter Updates in the Subband Domain,” Acoustic Speech Enhancement Research, Sep. 2014, 4 pp.
DiBiase. et al., Robust Localization in Reverberent Rooms, in Brandstein, ed., Microphone Arrays: Techniques and Applications, 2001, Springer-Verlag Berlin Heidelberg, pp. 157-180.
Diethorn, “Audio Signal Processing For Next-Generation Multimedia Communication Systems,” Chapter 4, 2004, 9 pp.
Digikey webpage for Converta box (last visted Apr. 22, 2020) <https://www.digikey.com/product-detail/en/bud-industries/CU-452-A/377-1969-ND/439257?utm_adgroup=Boxes&utm_source=google&utm_medium=cpc&utm_campaign=Shopping_Boxes52C%20Enclosures%2C%20Racks_NEW&utm_term=&utm_content=Boxes&gclid=EAIaIQobChMI2JTw-Ynm6AIVgbbICh3F4QKuEAkYCSABEgKybPD_BwE>, 3 pp.
Digikey webpage for Pomona Box (last visited Apr. 22, 2020) available at <https://www.digikey.com/product-detail/en/pomonaelectronics/3306/501-2054-ND/736489>, 2 pp.
Digital Wireless Conference System, MCW-D 50, Beyerdynamic Inc., 2009, 18 pp.
Do et al., A Real-Time SRP-PHAT Source Location Implementation using Stochastic Region Contraction (SRC) on a Large-Aperture Microphone Array, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing—ICASSP '07, , Apr. 2007, pp. I-121-I-124.
Dominguez, et al., “Towards an Enviromental Measurement Cloud: Delivering Pollution Awareness to the Public,” International Journal of Distributed Sensor Networks, vol. 10, Issue 3, Mar. 31, 2014, 17 pp.
Dormehl, “HoloLens concept lets you control your smart home via augmented reality,” digitaltrends, Jul. 26, 2016, 12 pp.
Double Condenser Microphone SM 69, Datasheet, Georg Neumann GmbH, available at <https://ende.neumann.com/product_files/7453/download>, 8 pp.
Eargle, “The Microphone Handbook,” Elar Publ. Co., 1st ed., 1981, 4 pp.
Enright, Notes From Logan, June edition of Scanlines, Jun. 2009, 9 pp.
Fan, et al., “Localization Estimation of Sound Source by Micropohenes Array,” Procedia Engineering 7, 2010, pp. 312-317.
Firoozabadi, et al., “Combination of Nested Microphone Array and Subband Processing for Multiple Simultaneous Speaker Localization,” 6th International Symposium on Telecommunications, Nov. 2012, pp. 907-912.
Flanagan et al., Autodirective Microphone Systems, Acustica, vol. 73, 1991, pp. 58-71.
Flanagan, et al., “Computer-Steered Microphone Arrays for Sound Transduction in Large Rooms,” J. Acoust. Soc. Am. 78 (5), Nov. 1985, pp. 1508-1518.
Fohhn Audio New Generation of Beam Steering Systems Available Now, audioXpress Staff, May 10, 2017, 8 pp.
Fox, et al., “A subband Hybrid Beamforming for In-Car Speech Enhancement,” 20th European Signal rocessing Conference, Aug. 2012, 5 pp.
Frost, III, An Algorithm for Linearly Constrained Adaptive Array Processing, Proc. IEEE, vol. 60, No. 8, Aug. 1972, pp. 926-935.
Gannot et al., Signal Enhancement using Beamforming and Nonstationarity with Applications to Speech, IEEE Trans. On Signal Processing, vol. 49, No. 8, Aug. 2001, pp. 1614-1626.
Gansler et al., A Double-Talk Detector Based on Coherence, IEEE Transactions on Communications, vol. 44, No. 11, Nov. 1996, pp. 1421-1427.
Gazor et al., Robust Adaptive Beamforming via Target Tracking, IEEE Transacitons on Signal Processing, vol. 44, No. 6, Jun. 1996, pp. 1589-1593.
Gazor et al., Wideband Multi-Source Beamforming with Adaptive Array Location Calibration and Direction Finding, 1995 International Conference on Acoustics, Speech, and Signal Processing, May 1995, pp. 1904-1907.
Gentner Communications Corp., AP400 Audio Perfect 400 Audioconferencing System Installation & Operation Manual, Nov. 1998, 80 pgs.
Gentner Communications Corp., XAP 800 Audio Confernecing System Installation & Operation Manual, Oct. 2001, 152 pgs.
Gil-Cacho et al., Multi-Microphone Acoustic Echo Cancellation Using Multi-Channel Warped Linear Prediciton of Common Acoustical Poles, 18th European Signal Processing Conference, Aug. 2010, pp. 2121-2125.
Giuliani, et al., “Use of Different Microphone Array Configurations for Hands-Free Speech Recognition in Noisy and Reverberant Environment,” IRST-Istituto per la Ricerca Scientifica e Technologica, Sep. 22, 1997, 4 pp.
Gritton et al., Echo Cancellation Algorithms, IEEE ASSP Magazine, vol. 1, issue 2, Apr. 1984, pp. 30-38.
Hald, et al., “A class of optimal broadband phased array geometries designed for easy construction,” 2002 Int'l Congress & Expo. on Noise Control Engineering, Aug. 2002, 6 pp.
Hamalainen, et al., “Acoustic Echo Cancellation for Dynamically Steered Microphone Array Systems,” 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct. 2007, pp. 58-61.
Hayo, Virtual Controls for Real Life, Web page downloaded form https://hayo.io/ on Sep. 18, 2019, 19 pp.
Herbordt et al., A Real-time Acoustic Human-Machine Front-End for Multimedia Applications Integrating Robust Adaptive Beamforrning and Sterophonic Acoustic Echo Cancellation, 7th International Conference on Spoken Language Processing, Sep. 2002, 4 pgs.
Herbordt et al., GSAEC—Acoustic Echo Cancellation embedded into the Generalized Sidelobe Canceller, 10th European Signal Processing Conference, Sep. 2000, 5 pgs.
Herbordt et al., Multichannel Bin-Wise Robust Frequency-Domain Adaptive Filtering and Its Application to Adaptive Beamforming, IEEE Transactions on Audio, Speech, and Language Processing, vol. 15, No. 4, May 2007, pp. 1340-1351.
Herbordt, “Combination of Robust Adaptive Beamforming with Acoustic Echo Cancellation for Acoustic Human/Machine Interfaces,” Friedrich-Alexander University, 2003, 293 pgs.
Herbordt, et al., Joint Optimization of LCMV Beamforming and Acoustic Echo Cancellation for Automatic Speech Recognition, IEEE International Confernece on Acosutics, Speech, and Signal Processing, Mar. 2005, pp. III-77-III-80.
Holm, “Optimizing Microphone Arrays for use in Conference Halls,” Norwegian University of Science and Technology, Jun. 2009, 101 pp.
Huang et al., Immersive Audio Schemes: The Evolution of Multiparty Teleconferencing, IEEE Signal Processing Magazine, Jan. 2011, pp. 20-32.
ICONYX Gen5, Product Overview; Renkus-Heinz, Dec. 24, 2018, 2 pp.
International Search Report and Written Opinion for PCT/US2016/022773 dated Jun. 10, 2016.
International Search Report and Written Opinion for PCT/US2016/029751 dated Nov. 28, 2016, 21 pp.
International Search Report and Written Opinion for PCT/US2018/013155 dated Jun. 8, 2018.
International Search Report and Written Opinion for PCT/US2109/031833 dated Jul. 24, 2019, 16 pp.
International Search Report and Written Opinion for PCT/US2019/033470 dated Jul. 31, 2019, 12 pp.
International Search Report and Written Opinion for PCT/US2019/051989 dated Jan. 10, 2020, 15 pp.
International Search Report and Written Opinion for PCT/US2020/024063 dated Aug. 31, 2020, 18 pp.
International Search Report and Written Opinon for PCT/US2020/035185 dated Sep. 15, 2020, 11 pp.
International Search Report and Written Opinion for PCT/US2020/058385 dated Mar. 31, 2021, 20 pp.
International Search Report and Written Opinion for PCT/US2021/070625 dated Sep. 17, 2021, 17 pp.
International Search Report for PCT/US2020/024005 dated Jun. 12, 2020, 12 pp.
InvenSense, “Microphone Array Beamforming,” Application Note AN-1140, Dec. 31, 2013, 12 pp.
Invensense, Recommendations for Mounting and Connecting InvenSense MEMS Microphones, Application Note AN-1003, 2013, 11 pp.
Ishii et al., Ivenstigation on Sound Localization using Multiple Microphone Arrays, Reflection and Spatial Information, Japanese Society for Artificial Intelligence, JSAI Technical Report, SIG-Challeng-B202-11, 2012, pp. 64-69.
Ito et al., Aerodynamic/Aeroacoustic Testing in Anechoic Closed Test Sections of Low-speed Wind Tunnels, 16th AIAA/CEAS Aeroacoustics Conference, 2010, 11 pgs.
Johansson et al., Robust Acoustic Direction of Arrival Estimation using Root-SRP-PHAT, a Realtime Implementation, IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar. 2005, 4 pgs.
Johansson, et al., Speaker Localisation using the Far-Field SRP-PHAT in Conference Telephony, 2002 International Symposium on Intelligent Signal Processing and Communication Systems, 5 pgs.
Johnson, et al., “Array Signal Processing: Concepts and Techniques,” p. 59, Prentice Hall, 1993, 3 pp.
Julstrom et al., Direction-Sensitive Gating: A New Approach to Automatic Mixing, J. Audio Eng. Soc., vol. 32, No. 7/8, Jul./Aug. 1984, pp. 490-506.
Kahrs, Ed., The Past, Present, and Future of Audio Signal Processing, IEEE Signal Processing Magazine, Sep. 1997, pp. 30-57.
Kallinger et al., Multi-Microphone Residual Echo Estimation, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr. 2003, 4 pgs.
Kammeyer, et al., New Aspects of Combining Echo Cancellers with Beamformers, IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar. 2005, pp. III-137-III-140.
Kellermann, A Self-Steering Digital Microphone Array, 1991 International Conference on Acosutics, Speech, and Signal Processing, Apr. 1991, pp. 3581-3584.
Kellermann, Acoustic Echo Cancellation for Beamforming Microphone Arrays, in Brandstein, ed., Microphone Arrays: Techniques and Applications, 2001, Springer-Verlag Berlin Heidelberg, pp. 281-306.
Kellermann, Integrating Acoustic Echo Cancellation with Adaptive Beamforming Microphone Arrays, Forum Acusticum, Berlin, Mar. 1999, pp. 1-4.
Kellermann, Strategies for Combining Acoustic Echo Cancellation and Adaptive Beamforming Microphone Arrays, 1997 IEEE International Conference on Acosutics, Speech, and Signal Processing, Apr. 1997, 4 pgs.
Klegon, “Achieve Invisible Audio with the MXA910 Ceiling Array Microphone,” Jun. 27, 2016, 10 pp.
Knapp, et al., The Generalized Correlation Method for Estimation of Time Delay, IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-24, No. 4, Aug. 1976, pp. 320-327.
Kobayashi et al., A Hands-Free Unit with Noise Reduction by Using Adaptive Beamformer, IEEE Transactions on Consumer Electronics, vol. 54, No. 1, Feb. 2008, pp. 116-122.
Kobayashi et al., A Microphone Array System with Echo Canceller, Electronics and Communications in Japan, Part 3, vol. 89, No. 10, Feb. 2, 2006, pp. 23-32.
Kolund{hacek over (z)}ija, et al., “Baffled circular loudspeaker array with broadband high directivity,” 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, TX, 2010, pp. 73-76.
Lai, et al., “Design of Robust Steerable Broadband Beamformers with Spiral Arrays and the Farrow Filter Structure,” Proc. Intl. Workshop Acoustic Echo Noise Control, 2010, 4 pp.
Lebret, et al. Antenna Array Pattern Synthesis via Convex Cptimixation, IEEE Trans. on Signal Processing, vol. 45, No. 3, Mar. 1997, pp. 526-532.
LecNet2 Sound System Design Guide, Lectrosonics, Jun. 2, 2006.
Lectrosonics, LecNet2 Sound System Design Guide, Jun. 2006, 28 pgs.
Lee et al., Multichannel Teleconferencing System with Mulispatial Region Acoustic Echo Cancellation, International Workshop on Acoustic Echo and Noise Control (IWAENC2003), Sep. 2003, pp. 51-54.
Li, “Broadband Beamforming and Direction Finding Using Concentric Ring Array,” Ph.D. Dissertation, Univeristy of Missouri-Columbia, Jul. 2006, 163 pp.
Lindstrom et al., An Improvement of the Two-Path Algorithm Transfer Logic for Acoustic Echo Cancellation, IEEE Transactions on Audio, Speech, and Language Processing, vol. 15, No. 4, May 2007, pp. 1320-1326.
Liu et al., Adaptive Beamforming with Sidelobe Control: A Second-Order Cone Programming Approach, IEEE Signal Proc. Letters, vol. 10, No. 11, Nov. 2003, pp. 331-334.
Liu, et al., “Frequency Invariant Beamforming in Subbands,” IEEE Conference on Signals, Systems and Computers, 2004, 5 pp.
Liu, et al., “Wideband Beamforming,” Wiley Series on Wireless Communications and Mobile Computing, pp. 143-198, 2010, 297 pp.
Lobo, et al., Applications of Second-Order Cone Programming, Linear Algebra and its Applications 284, 1998, pp. 193-228.
Luo et al., Wideband Beamforming with Broad Nulls of Nested array, Third Int'l Conf. on Info. Science and Tech., Mar. 23-25, 2013, pp. 1645-1648.
Marquardt et al., A Natural Acosutic Front-End for Interactive TV in the EU-Project DICIT, IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Aug. 2009, pp. 894-899.
Martin, Small Microphone Arrays with Postfilters for Noise and Acoustic Echo Reduction, in Brandstein, ed., Microphone Arrays: Techniques and Applications, 2011, Springer-Verlag Berlin Heidelberg, pp. 255-279.
Maruo et al., On the Optimal Solutions of Beamformer Assisted Acoustic Echo Cancellers, IEEE Statistical Signal Processing Workshop, 2011, pp. 641-644.
McCowan, Microphone Arrays: A Tutorial, Apr. 2001, 36 pgs.
MFLCRFG Datasheet, Metal_Fab Inc., Sep. 7, 2007, 1 p.
Microphone Array Primer, Shure Question and Answer Page, <https://service.shure/com/s/article/microphone-array-primer?language=en_US>, Jan. 2019, 5 pp.
Milanovic, et al., “Design and Realization of FPGA Platform for Real Time Acoustic Signal Acquisition and Data Processing” 22nd Telecommunications Forum TELFOR, 2014, 6 pp.
Mohammed, A New Adaptive Beamformer for Optimal Acoustic Echo and Noise Cancellation with Less Computational Load, Canadian Conference on Electrical and Computer Engineering, May 2008, pp. 000123-000128.
Mohammed, A New Robust Adaptive Beamformer for Enhancing Speech Corrupted with Colored Noise, AICCSA, Apr. 2008, pp. 508-515.
Mohammed, Real-time Implementation of an efficient RLS Algorithm based on IIR Filter for Acoustic Echo Cancellation, AICCSA, Apr. 2008, pp. 489-494.
Mohan, et al., “Localization of multiple acoustic sources with small arrays using a coherence test,” Journal Acoustic Soc Am., 123(4), Apr. 2008, 12 pp.
Moulines, et al., “Pitch-Synchronous Waveform Prpcessing Techniques for Text-to-Speech Synthesis Using Diphones,” Speech Communication 9, 1990, 15 pp.
Multichannel Acoustic Echo Cancellation, Obtained from website http://www.buchner-net.com/mcaec.html, Jun. 2011.
Myllyla et al., Adaptive Beamforming Methods for Dynamically Steered Microphone Array Systems, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, Mar.-Apr. 2008, pp. 305-308.
New Shure Microflex Advance MXA910 Microphone With Intellimix Audio Processing Provides Greater Simplicity, Flexibility, Clarity, Press Release, Jun. 12, 2019, 4 pp.
Nguyen-Ky, et al., “An Improved Error Estimation Algorithm for Stereophonic Acoustic Echo Cancellation Systems,” 1st International Conference on Signal Processing and Communication Systems, Dec. 17-19, 2007, 5 pp.
Office Action for Taiwan Patent Application No. 105109900 dated May 5, 2017.
Office Action issued for Japanese Patent Application No. 2015-023781 dated Jun. 20, 2016, 4 pp.
Oh, et al., “Hands-Free Voice Communication in an Automobile With a Microphone Array,” 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar. 1992, pp. I-281-I-284.
Olszewski, et al., “Steerable Highly Directional Audio Beam Loudspeaker,” Interspeech 2005, 4 pp.
Omologo, Multi-Microphone Signal Processing for Distant-Speech Interaction, Human Activity and Vision Summer School (HAVSS), INRIA Sophia Antipolis, Oct. 3, 2012, 79 pgs.
Order, Conduct of the Proceeding, Clearone, Inc. v. Schure Acquisition Holdings, Inc., Nov. 2, 2020, 10 pp.
Pados et al., An Iterative Algorithm for the Computation of the MVDR Filter, IEEE Trans. On Signal Processing, vol. 49, No. 2, Feb. 2001, pp. 290-300.
Palladion, “This App Lets You Control Your Smarthome Lights via Augmented Reality,” Next Reality Mobile AR News, Jul. 2, 2018, 5 pp.
Parikh, et al., “Methods for Mitigating IP Network Packet Loss in Real Time Audio Streaming Applications,” GatesAir, 2014, 6 pp.
Pasha, et al., “Clustered Multi-channel Dereverberation for Ad-hoc Microphone Arrays,” Proceedings of APSIPA Annual Summit and Conference, Dec. 2015, pp. 274-278.
Petitioner's Motion for Sanctions Clearone, Inc. v. Shure Acquisition Holdings, Inc., Aug. 24, 2020, 20 pp.
Pettersen, “Broadcast Applications for Voice-Activated Microphones,” db, Jul./Aug. 1985, 6 pgs.
Pfeifenberger, et al., “Nonlinear Residual Echo Suppression using a Recurrent Neural Network,” Interspeech 2020, 5 pp.
Phoenix Audio Technologies, “Beamforming and Microphone Arrays—Common Myths”, Apr. 2016, http://info.phnxaudio.com/blog/microphone-arrays-beamforming-myths-1, 19 pp.
Plascore, PCGA-XR1 3003 Aluminum Honeycomb Data Sheet, 2008, 2 pgs.
Polycom Inc., Vortex EF2211/EF2210 Reference Manual, 2003, 66 pgs.
Polycom, Inc., Polycom SoundStructure C16, C12, C8, and SR12 Design Guide, Nov. 2013, 743 pgs.
Polycom, Inc., Setting Up the Polycom HDX Ceiling Microphone Array Series, https://support.polycom.com/content/dam/polycom-support/products/Telepresence-and-Video/HDX%20Series/setup-maintenance/en/hdx_ceiling_microphone_array_setting_up.pdf, 2010, 16 pgs.
Polycom, Inc., Vortex EF2241 Reference Manual, 2002, 68 pgs.
Polycom, Inc. Vortex EF2280 Reference Manual, 2001, 60 pp.
Pomona, Model 3306, Datasheet, Jun. 9, 1999, 1 p.
Powers, et al., “Proving Adaptive Directional Technology Works: A Review of Studies,” The Hearing Review, Apr. 6, 2004, 5 pp.
Prime, et al., “Beamforming Array Optimisation Averaged Sound Source Mapping on a Model Wind Turbine,” ResearchGate, Nov. 2014m 10 pp.
Rabinkin et al., Estimation of Wavefront Arrival Delay Using the Cross-Power Spectrum Phase Technique, 132nd Meeting of the Acoustical Society of America, Dec. 1996, pp. 1-10.
Rane Corp., Halogen Acoustic Echo Cancellation Guide, AEC Guide Version 2, Nov. 2013, 16 pgs.
Rao, et al., “Fast LMS/Netwon Algorithms for Sterophonic Acoustic Echo Cancelation,” IEEE Transactions on Signal Processing, vol. 57, No. 8, Aug. 2009.
Reuven et al., Joint Acoustic Echo Cancellation and Transfer Function GSC in the Frequency Domain, 23rd IEEE Convention of Electrical and Electrionics Engineers in Israel, Sep. 2004, pp. 412-415.
Reuven et al., Joint Noise Reduction and Acoustic Echo Cancellation Using the Transfer-Function Generalized Sidelobe Canceller, Speech Communication, vol. 49, 2007, pp. 623-635.
Reuven, et al., “Multichannel Acoustic Echo Cancellation and Noise Reduction in Reverberant Environments Using the Transfer-Function GSC,” 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr. 2007, 4 pp.
Ristimaki, Distributed Microphone Array System for Two-Way Audio Communication, Helsinki Univ. of Technology, Master'Thesis, Jun. 15, 2009, 73 pgs.
Rombouts et al., An Integrated Approach to Acoustic Noise and Echo Cancellation, Signal Processing 85, 2005, pp. 849-871.
Sällberg, “Faster Subband Signal Processing,” IEEE Signal Processing Magazine, vol. 30, No. 5, Sep. 2013, 6 pp.
Sasaki et al., A Predefined Command Recognition System Using a Ceiling Microphone Array in Noisy Housing Envoronments, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sep. 2008, pp. 2178-2184.
Sennheiser, New microphone solutions for ceiling and desk installation, https://en-us.sennheiser.com/news-news-microphone-solutions-for-ceiling-and-desk-installation, Feb. 2011, 2 pgs.
Sennheiser, TeamConnect Ceiling, https://en-us.sennheiser.com/conference-meeting-rooms-teamconnect-ceiling, 2017, 7 pgs.
SerDes, Wikipedia article, last edited on Jun. 25, 2018; retrieved on Jun. 27, 2018, 3 pp., https://en.wikipedia.org/wiki/SerDes.
Sessler, et al., “Directional Transducer,” IEEE Transactions on Audio and Electroacoustics, vol. AU-19, No. 1, Mar. 1971, pp. 19-23.
Sessler, et al., “Toroidal Microphones,” Journal of Acoustical Society of America, vol. 46, No. 1, 1969, 10 pp.
Shure AMS Update, vol. 1, No. 1, 1983, 2 pgs.
Shure AMS Updated, vol. 1, No. 2, 1983, 2 pgs.
Shure AMS Update, vol. 4, No. 4, 1997, 8 pgs.
Shure Debuts Microflex Advance Ceiling and Table Array Microphones, Press Release, Feb. 9, 2016, 4 pp.
Shure Inc., A910-HCM Hard Ceiling Mount, retrieved from website <http://www.shure.com/en-US/products/accessories/a910hcm> on Jan. 16, 2020, 3 pp.
Shure Inc., Microflex Advance, http://www.shure.com/americas/microflex-advance, 12 pgs.
Shure Inc., MX395 Low Profile Boundary Microphones, 2007, 2 pgs.
Shure Inc., MXA910 Ceiling Array Microphone, http://www.shure.com/americas/products/microphones/microflex-advance/mxa910-ceiling-array-microphone, 7 pgs. 2009-2017.
Shure, MXA910 With IntelliMix, Ceiling Array Microphone, available at <https://www.shure.com/en-US/products/microphones/mxa910>, as early as 2020, 12 pp.
Shure, New MXA910 Variant Now Available, Press Release, Dec. 13, 2019, 5 pp.
Shure, Q&A in Response to Recent Us Court Ruling on Shure MXA910, Available at <https://www.shure.com/en-US/meta/legal/q-and-a-inresponse-to-recent-us-court-ruling-on-shure-mxa910-response>, As early as 2020, 5 pp.
Shure, RK244G Replacement Screen and Grille, Datasheet, 2013, 1 p.
Shure, The Microflex Advance MXA310 Table Array Microphone, Available at <https://www.shure.com/en-US/products/microphones/mxa310>, As early as 2020, 12 pp.
Signal Processor MRX7-D Prodcut Specificaitons, Yamaha Corporation, 2016.
Silverman et al., Performance of Real-Time Source-Location Estimators for a Large-Aperture Microphone Array, IEEE Transactions on Speech and Audio Processing, vol. 13, No. 4, Jul. 2005, pp. 593-606.
Sinha, Ch. 9: Noise and Echo Cancellation, in Speech Processing in Embedded Systems, Springer, 2010, pp. 127-142.
SM 69 Stereo Microphone, Datasheet, Georg Neumann GmbH, Available at <https://ende.neumann.com/product_files/6552/download>, 1 p.
Soda et al., Introducing Multiple Microphone Arrays for Enhancing Smart Home Voice Control, The Insititute of Electronics, Information and Communication Engineers, Technical Report of IEICE, Jan. 2013, 6 pgs.
Soundweb London Application Guides, BSS Audio, 2010.
Symetrix, Inc., SymNet Network Audio Solutions Brochure, 2008, 32 pgs.
SymNet Network Audio Solutions Brochure, Symetrix, Inc., 2008.
Tan, et al., “Pitch Detection Agorithm: Autocorrelation Method and AMDF,” Department of Computer Engineering, Prince of Songkhla University, Jan. 2003, 6 pp.
Tandon, et al., “An Efficient, Low-Complexity, Normalized LMS Algorithm for Echo Cancellation,” 2nd Annual IEEE Northeast Workshop on Circuits and Systems, Jun. 2004, pp. 161-164.
Tetelbaum et al., Design and Implementation of a Conference Phone Based on Microphone Array Technology, Proc. Global Signal Processing Conference and Expo (GSPx), Sep. 2004, 6 pgs.
Tiete et al., SoundCompass: A Distributed MEMS Microphone Array-Based Sensor for Sound Source Localization, Sensors, Jan. 23, 2014, pp. 1918-1949.
TOA Corp., Ceiling Mount Microphone AN-9001 Operation Instructions, http://www.toaelectrioncs.com/media/an9001_mt1e.pdf, 1 pg.
Togami, et al., “Subband Beamformer Combined with Time-Frequency ICA for Extraction of Target Source Under Reverberant Environments,” 17th European Signal Processing Conference, Aug. 2009, 5 pp.
U.S. Appl. No. 16/598,918, filed Oct. 10, 2019, 50 pp.
Van Compernolle, Switching Adaptive Filters for Enhancing Noisy and Reverberant Speech from Microphone Array recordings, Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, Apr. 1990, pp. 833-836.
Van Trees, Optimum Array Processing: Part IV of Detection, Estimation, and Modulation Theory, 2002, 54 pgs, pp. i-xxvm 90-95, 201-230.
Van Veen et al., Beamforming: A Versatile Approach to Spatial Filtering, IEEE ASSP Magazine, vol. 5, issue 2, Apr. 1988, pp. 4-24.
Vicente, “Adaptive Array Signal Processing Using the Concentric Ring Array and the Spherical Array,” Ph.D. Disseration, University of Missouri, May 2009, 226 pp.
Wang et al., Combining Superdirective Beamforming and Frequency-Domain Blind Source Separation for Highly Reverberant Signals, EURASIP Journal of Audio, Speech, and Music Processing, vol. 2010, pp. 1-13.
Warsitz, et al., “Blind Acoustic Beamforming Based on Generalized Eigenvalue Decomposition,” IEEE Transactions on Audio, Speech and Language Processing, vol. 15, No. 5, 2007, 11 pp.
Weinstein, et al., “LOUD: A 1020-Node Microphone Array and Acoustic Beamformer,” 14th International Congress on Sound and Vibration, Jul. 2007, 8 pgs.
Weinstein, et al., “LOUD: A 1020-Node Modular Microphone Array and Beamformer for Intelligent Computing Spaces,” MIT Computer Science and Artificial Intelligence Laboratory, 2004, 18 pp.
Wung, “A System Approach to Multi-Channel Acoustic Echo Cancellation and Residual Echo Suppression for Robust Hands-Free Teleconferencing,” Georgia Institute of Technology, May 2015, 167 pp.
XAP Audio Conferencing Brochure, ClearOne Communications, Inc., 2002.
Yamaha Corp., MRX7-D Signal Processor Product Specifications, 2016, 12 pgs.
Yamaha Corp., PJP-100H IP Audio Conference System Owner's Manual, Sep. 2006, 59 pgs.
Yamaha Corp., PJP-EC200 Conference Echo Canceller Brochure, Oct. 2009, 2 pgs.
Yan et al., Convex Optimization Based Time-Domain Broadband Beamforming with Sidelobe Control, Journal of the Acoustical Society of America, vol. 121, No. 1, Jan. 2007, pp. 46-49.
Yensen et al., Synthetic Stereo Acoustic Echo Cancellation Structure with Microphone Array Beamforming for VOIP Conferences, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun. 2000, pp. 817-820.
Yermeche, et al., “Real-Time DSP Implementation of a Subband Beamforming Algorithm for Dual Microphone Speech Enhancement,” 2007 IEEE International Symposium on Circuits and Systems, 4 pp.
Zavarehei, et al., “Interpolation of Lost Speech Segments Using LP-HNM Model with Codebook Post-Processing,” IEEE Transactions on Multimedia, vol. 10, No. 3, Apr. 2008, 10 pp.
Zhang, et al., “F-T-LSTM based Complex Network for Joint Acoustic Echo Cancellation and Speech Enhancement,” Audio, Speech and Language Processing Group, Jun. 2021, 5 pp.
Zhang, et al., “Multichannel Acoustic Echo Cancelation in Multiparty Spatial Audio Conferencing with Cosntrainted Kalman Filtering,” 11th International Workshop on Acoustic Echo and Noise Control, Sep. 14, 2008, 4 pp.
Zhang, et al., “Selective Frequency Invariant Uniform Circular Broadband Beamformer,” EURASIP Journal of Advances in Signal Processing, vol. 2010, pp. 1-11.
Zheng, et al., “Experimental Evaluation of a Nested Microphone Array With Adaptive Noise Cancellers,” IEEE Transactions on Instrumentation and Measurement, vol. 53, No. 3, Jun. 2004, 10 pp.
Related Publications (1)
Number Date Country
20220400339 A1 Dec 2022 US
Provisional Applications (1)
Number Date Country
62685602 Jun 2018 US
Continuations (1)
Number Date Country
Parent 16418712 May 2019 US
Child 17657315 US