The invention disclosed herein generally relates to audiovisual media distribution. In particular, it relates to an adaptive distribution format enabling both a higher-bitrate and a lower-bitrate mode as well as seamless mode transitions during decoding. The invention further relates to methods and devices for encoding and decoding signals in accordance with the distribution format.
Parametric stereo and multichannel coding methods are known to be scalable and efficient in terms of listening quality, which makes them particularly attractive in low bitrate applications. In cases where the bitrate limitations are of a transitory nature (e.g., network jitter, load variations), however, the full benefit of the available network resources may be obtained through the use of an adaptive distribution format, wherein a relatively higher bitrate is used during normal conditions and a lower bitrate when the network functions poorly.
Existing adaptive distribution formats and the associated (de)coding techniques may be improved from the point of view of their bandwidth efficiency, computational efficiency, error resilience, algorithmic delay and further, in audiovisual media distribution, as to how noticeable a bitrate switching event is to a person enjoying the decoded media. The fact that legacy decoders can be expected to remain in use parallel to newer, dedicated equipment poses a limitation on such potential improvements insofar as backward compatibility must be maintained.
Dynamic range control (DRC) techniques for ensuring a more consistent dynamic range during playback of an audiovisual signal are well known in the art. For an overview, see T. Carroll and J. Riedmiller, “Audio for Digital Television”, published as chapter 5.18 of E. A. Williams et al. (eds.), NAB Engineering Handbook, 10th ed. (2007), Academic Press, and references cited therein. Such techniques may enable a receiver to adapt the dynamic range of an audiovisual signal to suit relatively unsophisticated playback equipment, while the signal itself is broadcast at full dynamic range, to the benefit of more refined equipment. A simple implementation of DRC may use a metadata field encoding a gain factor in the interval from 0 to 1, which the decoder may choose to apply or not.
Using known DRC techniques an encoded audiovisual signal may be transmitted together with metadata offering a user the capability of compressing or boosting the playback dynamic range to suit his or her preferences or manually adapting the dynamic range to the available playback equipment. However, known DRC techniques may not be compatible with adaptive bitrate coding methods, and switching between two bitrates may sometimes be accompanied by dynamic range inconsistencies, especially in legacy equipment. The present invention addresses this concern.
Embodiments of the invention will now be described with reference to the accompanying drawings, on which:
All the figures are schematic and generally only show parts which are necessary in order to elucidate the invention, whereas other parts may be omitted or merely suggested. Unless otherwise indicated, like reference numerals refer to like parts in different figures.
As used herein, an “audio signal” may be a pure audio signal or an audio part of an audiovisual signal or multimedia signal.
An example embodiment of the present invention proposes methods and devices enabling distribution of audiovisual media in a bandwidth-economical manner. In particular, an example embodiment proposes a coding format for audiovisual media distribution that allows both legacy receivers and more recent equipment to output an audio portion having a consistent dialogue level. In particular, an example embodiment proposes a coding format with adaptive bitrate, wherein a switching between two bitrate values need not be accompanied by a sharp dialogue level change, which may otherwise be a perceptible artefact in the audio signal or the audio portion of the signal during playback.
An example embodiment of the invention provides an encoding method, encoder, decoding method, decoder, computer-program product and a media coding format with the features set forth in the independent claims.
A first example embodiment of the invention provides a decoding system for reconstructing an n-channel audio signal X on the basis of a bitstream P. The decoding system is operable at least in a parametric coding mode and comprises:
An advantage associated with the first example embodiment is that pre-processing DRC parameters DRC2 offers the decoding system the option of restoring the audio signal to its original dynamic range in such time intervals where the encoder, for whatever reason, has performed dynamic range limiting (or compression). The restoration may amount to cancelling the dynamic range limitation, that is, to increasing (or boosting) the dynamic range. One possible reason for limiting a dynamic range in the encoder may be to avoid clipping. Whether restoration is to be applied or not may for instance depend on manually entered user input, automatically detected properties of playback equipment, a target DRC level obtained from an external source or further factors. The target DRC level may express a fraction of the original post-processing dynamic range control (quantified by the post-processing DRC parameters DRC1) which is to be applied by the decoding system. It may be expressed by a parameter f∈[0,1] which modifies the amount of DRC to be applied from DRC1 into f×DRC1 (in logarithmic units).
In a simple implementation, the DRC2 parameter may be encoded in the form of a broad-spectrum (or broadband) gain factor represented in logarithmic form as a positive dB value, which quantifies the relative amplitude decrease that the signal has already undergone. Hence, supposing DRC2=x>0, the relative amplitude change on the encoder side was 10−x/20<1, so that the cancelling may then consist in scaling the signal by 10+x/20>1 on the decoder side.
The actual cancelling may be full or partial, depending on a target DRC level and on the input DRC level (or decoder-input DRC level), namely the DRC level that the n-channel audio signal will have after reconstruction in the absence of any dynamic range compression or dynamic range boosting. The input DRC level may be the original dynamic range reduced by an amount corresponding to the pre-processing DRC parameters DRC2. The target DRC level may be the original dynamic range reduced by an amount corresponding to the product of the parameter f and the post-processing DRC parameters DRC1, that is, f×DRC1 (in logarithmic units). In the simple implementation referred to previously, the condition f×DRC1<DRC2 may imply a partial cancelling, i.e., by an amount corresponding to DRC2−f×DRC1 rather than DRC2. For example, if the target DRC level corresponds to the input DRC level (e.g., the dynamic range of the audio signal originally encoded by the encoder producing the bitstream), which may be expressed as f=0, then full cancelling is required, by an amount DRC2. If the target DRC level is less than the input DRC level, as is the case when 0<f<1 and f×DRC1<DRC2, it is sufficient to partially cancel the dynamic range limiting. If the target DRC level is greater than the input DRC level, as per f×DRC1>DRC2, the specified DRC level may be achieved by performing further dynamic range compression in the decoder, namely by an amount corresponding to f×DRC1−DRC2. In this case, it is not necessary to cancel the pre-processing DRC initially. Finally, if the target DRC level is the full DRC amount quantified by DRC1, as expressed by f=1, then it depends on whether DRC1<DRC2 or DRC1>DRC2, whether partial cancellation of the encoder-side dynamic range limiting or further compression is to be performed.
In a second example embodiment, there is provided a method for reconstruction of an n-channel audio signal X on the basis of a bitstream. According to the method, receipt of a bitstream that contains each of an encoded core signal {tilde over (Y)}, one or more multichannel coding parameters α and pre-processing DRC parameters DRC2 (as defined above) triggers the following actions:
The first and second example embodiments are functionally similar and generally share the same advantages.
In a further development of the first example embodiment, the decoding system further receives, as part of the bitstream and still when the system is in the parametric coding mode, one or more compensated post-processing DRC parameters DRC3, which quantify a DRC that may be applied by the decoder. The application of the DRC may be subject to manual user input, automatically detected properties of the playback equipment or the like; as such, the DRC to be applied by the decoder may be effectuated completely, partially or not at all. Generally speaking, the pre-processing DRC parameters DRC2 are useful for boosting the dynamic range in relation to the input DRC level, whereas the compensated post-processing DRC parameters DRC3 are useful for making any adjustment to the dynamic range from the input DRC level, including range compression as well. The DRC3 parameters may be represented in logarithmic form as a positive or negative dB value. Hence, supposing DRC3=y>0, the relative amplitude change to be effected on the decoder side is proportional to 10−y/20, which is a scalar in the interval (0,1). Conversely, a negative value of DRC3 will cause an upscaling on the decoder side.
In a further development of the above, the decoding system includes a DRC processor operable to cancel the encoder-side dynamic range compression based on the parameter DRC2. Optionally, the DRC processor is operable to cancel a fraction of the dynamic range compression which has been applied on the encoder side, as expressed by the parameter f discussed above.
In a further development, the decoding system further includes a DRC pre-processor controlling the DRC processor and the core signal decoder and being responsible for achieving a target DRC level. As such, the DRC pre-processor may determine whether the target DRC level (e.g., f×DRC1) is greater or less than the input DRC level, which may be the dynamic range of the audio signal originally encoded and then reduced by the encoder-side DRC quantified by the pre-processing DRC parameter DRC2. If, based on the outcome of this determination, the decoded audio signal needs to be boosted, the DRC pre-processor (i) instructs the DRC processor to partially or completely cancel the encoder-side dynamic range limiting. If instead the decoded audio signal needs to be compressed (e.g., f×DRC1>DRC2), the DRC pre-processor instructs the DRC processor to (ii) partially or completely effectuate the decoder-side DRC to be applied, as quantified by the parameters DRC3. If the target DRC level does not differ significantly from the input DRC level (e.g., f×DRC1≈DRC2), the DRC pre-processor need not take any action. In normal operation, both operations (i) and (ii) are not performed in respect of the same time block.
In an example embodiment, the decoding system is further operable in a discrete decoding mode, for reconstructing the audio signal on the basis of a bitstream containing an encoded n-channel signal {tilde over (X)}. Hence, this embodiment provides a dual-mode or multiple-mode decoding system. From the point of view of adaptive coding, the discrete coding mode may represent a high-bitrate mode, while the parametric coding mode typically corresponds to a lower-bitrate mode.
In an example embodiment, the decoding system is of a dual-mode type, that is, it may operate in a parametric coding mode or a discrete coding mode. The decoding system is enabled to apply decoder-side DRC in each of these modes. In the discrete coding mode, the decoding system uses post-processing DRC parameters DRC1 as guidance for the DRC. In the parametric coding mode, however, the n-channel audio signal is generated on the basis of a core signal which has potentially been derived in connection with dynamic range limiting on the encoder side, at least in some time blocks. To account for the dynamic range change having already taken place (i.e., the dynamic range limiting in some time blocks), the decoding system uses compensated post-processing DRC parameters DRC3 as guidance for the DRC. Both the parameters DRC1 and DRC3 are derivable from the bitstream, but during normal operation of the system, not both but only either of the parameter types is derivable in a given time block. Including both parameters DRC1 and DRC3 would amount to sending redundant information when the parameters DRC2 are present. The decoding system of this example embodiment uses the parameter DRC2 either to adapt the parameter DRC1 to the scale of the parameter DRC3 or to adapt the parameter DRC3 to the scale of the parameter DRC1. For example, the decoding system may include a DRC down-compensator which receives the parameters DRC2 and DRC3 and outputs, based thereon, restored post-processing DRC parameters to be applied by the decoder system. The restored post-processing DRC parameters will then be comparable with (on the same scale as) the post-processing DRC parameters DRC1. Put differently, the decoder-side DRC expressed by the restored DRC parameters is quantitatively equivalent to the combination of the encoder-side dynamic range limiting of the core signal and the decoder-side DRC expressed by the compensated post-processing DRC parameters DRC3. In the simple implementation referred to above, the relationship between the respective DRC parameters may be as follows: the restored DRC parameters are obtained as DRC2+DRC3, which is equal to DRC1.
In a second aspect of the invention, an example embodiment provides an encoding system for encoding an n-channel audio signal X partitioned into time blocks as a bitstream P. The encoding system comprises:
According to a further development of the preceding example embodiment, the encoding system is operable in both a parametric coding mode and a discrete coding mode. To enable DRC on the decoder side, the encoder is configured to derive one or more post-processing DRC parameters DRC1 quantifying a decoder-side DRC to be applied. The parameters DRC1 are output in the discrete coding mode. In the parametric coding mode, however, the parameters DRC1 are compensated so as to account for any dynamic range limiting that has already been performed by the parametric analysis stage. The output of this compensation process includes compensated post-processing DRC parameters DRC3. The guiding principle of the compensation process may be that the decoder-side DRC expressed by the post-processing DRC parameters is to be quantitatively equivalent to the combination of the dynamic range limiting applied by the parametric analysis stage (as quantified by parameters DRC2) and the decoder-side DRC (as quantified by the compensated post-processing DRC parameters DRC3). Preferably, all three parameter types are expressed on compatible scales, e.g., by using corresponding linear or logarithmic units. In the simple implementation referred to above, the relationship between the DRC parameters may be as follows (still on a logarithmic scale): the compensated post-processing DRC parameters are obtained as DRC1-DRC2.
In a further example embodiment within the second aspect, an encoding method includes:
In a further example embodiment, the invention provides a computer-program product comprising a computer-readable medium with computer-executable instructions for performing a decoding method or an encoding method in accordance with example embodiments described above. The computer-program product may be executed in a general-purpose computer, which does not necessarily include dedicated hardware components.
In a still further example embodiment, the invention provides a data structure for storage or transmission of an audio signal. The structure includes an m-channel core signal Y, one or more mixing parameters α and one or more pre-processing DRC parameters DRC2 quantifying an encoder-side dynamic-range limiting. The structure is susceptible of decoding by way of an n-channel linear combination of the downmix signal channels (and possibly, of channels in a decorrelated signal), wherein said one or more mixing parameters control at least one gain in the linear combination, and by cancelling the encoder-side dynamic range limiting. In particular, the invention provides a computer-readable medium storing information structured in accordance with the above data structure. In the data structure, the pre-processing DRC parameters DRC2 may be encoded as a 3-bit field representing an exponent and an associated 4-bit field representing a mantissa; at decoding the exponent and mantissa are combined into a scalar value corresponding to a gain value. Alternatively, the pre-processing DRC parameters DRC2 may be encoded as a 2-bit field representing an exponent and an associated 5-bit field representing a mantissa.
Further example embodiments are defined in the dependent claims. It is noted that the invention relates to all combinations of features, even if recited in mutually different claims.
The upper portion generally consists of a discrete-mode DRC analyzer 10 arranged in parallel with an encoder 11, both of which receive the audio signal X as input. Based on this signal, the encoder 11 outputs an encoded n-channel signal {tilde over (X)}, whereas the DRC analyzer 10 outputs one or more post-processing DRC parameters DRC1 quantifying a decoder-side DRC to be applied. The parallel outputs from both units 10, 11 are gathered by a discrete-mode multiplexer 12, which outputs a bitstream P.
The lower portion of the encoding system 1 comprises a parametric analysis stage 22 arranged in parallel with a parametric-mode DRC analyzer 21 receiving, as the parametric analysis stage 22, the n-channel audio signal X. Based on the n-channel audio signal X, the parametric analysis stage 22 outputs one or more multichannel coding parameters, collectively denoted by a, and an m-channel (1≤m<n) core signal Y, which is next processed by a core signal encoder 23, which outputs, based thereon, an encoded core signal {tilde over (Y)}. As suggested by the notation g↓, the parametric analysis stage 22 effects a dynamic range limiting in time blocks where this is required. A possible condition controlling when to apply dynamic range limiting may be a ‘non-clip condition’ or an ‘in-range condition’, implying, in time segments where the core signal has high amplitude, that the signal is processed so that it fits within the defined range. The condition may be enforced on the basis of one time block or a time frame comprising several time blocks. Preferably, the condition is enforced by applying a broad-spectrum gain reduction rather than truncating only peak values or using similar approaches. As is well known per se in the art, there exist techniques for rendering a temporary dynamic range limiting operation less noticeable, if the limiting is only required for a specific set of time blocks, such as by applying and/or releasing the limiting gradually. In particular, the system 1 may comprise a feedback loop (not shown) configured to smooth DRC parameters. For instance, a current parameter value to be output may be obtained as the sum of a fraction 0<a<1 of the parameter value of the previous segment and a fraction (1−a) of a parameter value resulting from the enforcement of the ‘non-clip condition’ in the current segment. Post-processing DRC parameters DRC1 and pre-processing DRC parameters DRC2 may of course be smoothed independently and with different values of the constant a.
With reference again to
Common to both the upper and lower portion of the encoding system 1, a selector 26 (symbolizing any hardware- or software-implemented signal selection means) determines, depending on the actual coding mode, whether the bitstream from the upper or the lower portion of the encoding system 1 is to constitute the final output from the encoding system 1. Similarly, there may be provided a switch (not shown in
With reference to
The new metadata field for the pre-processing DRC parameters DRC2 may include 7 bits (xxyyyyy), where the bits in the x positions represent an integer in [0, 3] and the bits in they positions represents an integer in [0, 31]. The pre-processing DRC parameter DRC2 is obtained as gain factor (1+y/32)×2x.
A further metadata parameter in the DD+ format is dialnorm, which is a (possibly time-averaged) loudness level of the content. In example embodiments, the target output reference level LT is a setting in the decoder configuration, possibly controlled by the user. To achieve the target output reference level LT, a decoding system is to apply a static attenuation quantified by the difference dialnorm−LT. To obtain the total attenuation to be applied, the decoding system is to augment this difference by any additional attenuation stipulated by (non-compensated) post-processing DRC parameters DRC1 or compensated post-processing DRC parameters DRC3 or a target DRC expressed as a fraction f×DRC1 of the post-processing DRC parameters. This yields: dialnorm−LT+DRC1 or dialnorm−LT+DRC3 or dialnorm−LT+f×DRC1, respectively. If one of these three linear combinations is of positive sign, it stipulates that a non-zero amount of total attenuation is to be applied in the decoding system; a negative sign stipulates that the signal is effectively to be boosted.
In
An encoding system 1001 shown in
The DRC pre-processor 77 receives both the pre-processing DRC parameters DRC2 and the compensated post-processing DRC parameters DRC3. The DRC pre-processor 77 further has access to a pre-defined or variable (e.g., user-defined) DRC target level, which is expressed by a parameter f, e.g., f×DRC1, and an input DRC level of the signal corresponding to the original dynamic ranged reduced by DRC2. The DRC pre-processor 77 decides, based on a comparison of the two DRC levels, whether the DRC target level is to be achieved by dynamic range compression in the core signal decoder 71 or dynamic range boosting in the DRC processor 74. For this purpose, the DRC pre-processor 77 outputs dedicated control signals k71, k74, which are supplied to each of the core signal decoder 71 and the DRC processor 74.
The behaviour of control signals k71, k74 to be supplied from the DRC pre-processor 77 to the core signal decoder 71 and the DRC processor 74, respectively, will now be discussed. The first control signal k71 controls what fraction of the decoder-side DRC, as quantified by the compensated post-processing DRC parameters DRC3, is to be applied by the core signal decoder 71. In the simple embodiment discussed previously, the resulting relative gain changes is given by the factor
so that the maximal value k71=1 corresponds to maximal dynamic range compression, while the minimal signal value corresponds to absence of dynamic range compression The second control signal k74 controls the extent to which the DRC processor 74 is to cancel the encoder-side dynamic range limitation. In the simple embodiment discussed above, the DRC 74 changes the gain by the factor
wherein the minimal value k74=0 corresponds to no cancellation and the maximal value corresponds to complete cancellation, restoring the signal to 100% of its original dynamic range. The DRC pre-processor 77 may be configured to execute a target DRC level differently depending on whether it corresponds to a dynamic range boost or a dynamic range compression in relation to the input DRC level, to be understood as the original dynamic range reduced (or compressed) by an amount DRC2. Furthermore, the DRC pre-processor 77 may be configured to interpolate between the minimal and maximal values in order to achieve a target DRC level which corresponds to a fraction of the pre-processing DRC parameters DRC2 or the compensated post-processing DRC parameters DRC3. Interpolation may also be used to achieve a target DRC level which is expressed as a fraction of the non-compensated post-processing DRC parameters DRC1. Each of the fractions of DRC2 and DRC3 can be computed based on the parameters f and DRC1, see below. It will now be described, in the context of said simple embodiment, how the DRC pre-processor 77 may respond to a particular target DRC level expressed as a fraction f of the post-processing DRC parameters DRC1. In view of the discussion in the preceding paragraph, the DRC pre-processor 77 is to assign values in [0,1] to the parameters k71, k74 in the equation
f×DRC1=k74×DRC2+k71×DRC3,
where f∈[0, 1] is predefined, DRC2≥0 and DRC1=DRC2+DRC3 (logarithmic scale). It follows from the above that DRC1 and DRC3 may be positive or negative. As noted above, it is generally desirable to avoid operating both the core signal decoder 71 and the DRC processor 74 at the same time if the action of the core signal decoder 71 is range compacting (DRC3=y>0). This amounts to solving the above equation for k71=0 or k74=0.
A further possible representation is a loudness-dependent gain factor, possibly on a logarithmic scale. For instance, a pair of gain factors may be transmitted together with a dialogue level. A first gain factor is to be applied in time segments louder than the dialogue level, whereas the second gain factor is to be applied in time segments that are quieter. This enables dynamic range compression and extension, since the first and second gain factors can be assigned mutually independent values.
The second implementation shown in
The DRC processor 1383 receives a target DRC level f from a user, a memory, a hardware diagnosis performed on the playback equipment, or some other external or internal data source. For example, the target DRC level f may represent the fraction of the full post-processing DRC that the user wishes to be effected by the decoding system 1351. As will be seen, the structure of the decoding system 1351 has the advantage that only the DRC processor 1383 is required to take the value of parameter f into account; this makes the implementation of fractional DRC convenient. For this purpose, there is provided a DRC down-compensator 1373 configured to convert the compensated post-processing DRC parameters DRC3 to the scale of the (non-compensated) post-processing DRC parameters DRC1. Indeed, the n-channel audio signal X which is output from the parametric synthesis stage 1372 will have undergone cancellation of the encoder-side dynamic range limiting; hence, applying DRC in accordance with the compensated post-processing DRC parameters DRC3 would have entailed an overly small range compression. To forestall this scenario, the DRC down-compensator 1373 restores the compensated post-processing DRC parameters DRC3 based on the pre-processing DRC parameters DRC2, whereby restored post-processing DRC parameters are obtained and supplied, in the parametric coding mode, to the DRC processor 1383. As already noted, the decoder-side DRC expressed by the restored DRC parameters is quantitatively equivalent to the combination of the encoder-side dynamic range limiting, having already been imposed on the core signal, and the decoder-side DRC expressed by the compensated post-processing DRC parameters DRC3, as suggested by
In an alternative embodiment, the decoding system 1351 may be implemented without a discrete-mode demultiplexer 1360 and decoder 1361. The DRC parameter selectors 1381, 1382 in
Further embodiments of the present invention will become apparent to a person skilled in the art after studying the description above. Even though the present description and drawings disclose embodiments and examples, the invention is not restricted to these specific examples. Numerous modifications and variations can be made without departing from the scope of the present invention, which is defined by the accompanying claims. Any reference signs appearing in the claims are not to be understood as limiting their scope.
The systems and methods disclosed hereinabove may be implemented as software, firmware, hardware or a combination thereof. In a hardware implementation, the division of tasks between functional units referred to in the above description does not necessarily correspond to the division into physical units; to the contrary, one physical component may have multiple functionalities, and one task may be carried out by several physical components in cooperation. Certain components or all components may be implemented as software executed by a digital signal processor or microprocessor, or be implemented as hardware or as an application-specific integrated circuit. Such software may be distributed on computer readable media, which may comprise computer storage media (or non-transitory media) and communication media (or transitory media). As is well known to a person skilled in the art, the term computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and which can be accessed by a computer. Further, it is well known to the skilled person that communication media typically embodies computer readable instructions, data structures, program modules or other data in a modulated data signal such as a carrier wave or other transport mechanism and includes any information delivery media.
This application is a continuation of U.S. patent application Ser. No. 16/720,497 filed Dec. 19, 2019, which is a continuation of U.S. patent application Ser. No. 16/514,533, (now U.S. Pat. No. 10,522,163), filed Jul. 17, 2019, which is a continuation of U.S. patent application Ser. No. 16/222,975 (now U.S. Pat. No. 10,388,296), filed Dec. 17, 2018, which is a divisional of U.S. patent application Ser. No. 16/039,608 (now U.S. Pat. No. 10,217,474), filed Jul. 19, 2018, which is a continuation of U.S. patent application Ser. No. 15/881,393 (now U.S. Pat. No. 10,074,379), filed Jan. 26, 2018, which is a divisional of U.S. patent application Ser. No. 15/648,733 (now U.S. Pat. No. 9,881,629), filed Jul. 13, 2017, which is a divisional of U.S. patent application Ser. No. 15/178,102 (now U.S. Pat. No. 9,721,578), filed Jun. 9, 2016, which is a continuation of U.S. patent application Ser. No. 14/399,861 (now U.S. Pat. No. 9,401,152), filed Nov. 7, 2014 which in turn is the 371 national stage of PCT Application No. PCT/US2013/039344, filed May 2, 2013. PCT Application No. PCT/US2013/039344 claims priority to U.S. Provisional Patent Application No. 61/649,036 filed May 18, 2012, U.S. Provisional Patent Application No. 61/664,507, filed Jul. 25, 2012 and U.S. Provisional Patent Application No. 61/713,005, filed Oct. 12, 2012, each of which is hereby incorporated by reference in its entirety.
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