Multi-channel acoustic echo cancellation
A playback device is configured to: produce a first channel audio output of a first channel of audio content; produce a second channel audio output of a second channel of the audio content; receive captured audio content comprising (i) a first portion corresponding to the first channel audio output, (ii) a second portion corresponding to the second channel audio output, and (iii) a third portion corresponding to a voice command, wherein the captured audio content has a first signal-to-noise ratio; determine a set of signal components from at least one of the first channel or the second channel of the audio content; perform acoustic echo cancellation on a subset of signal components; determine an acoustic echo cancellation output; and apply the acoustic echo cancellation output to the captured audio content and thereby increase the first signal-to-noise ratio to a second signal-to-noise ratio that is greater than the first signal-to-noise ratio.
1. A playback device comprising:
a first set of one or more transducers;
a second set of one of more transducers;
at least one processor;
a network interface;
a non-transitory computer-readable medium; and
program instructions stored on the non-transitory computer-readable medium that are executable by the at least one processor such that the playback device is configured to:
produce, via the first set of one or more transducers, a first channel audio output of a first channel of given audio content;
produce, via the second set of one or more transducers, a second channel audio output of a second channel of the given audio content;
receive, by one or more microphones, captured audio content comprising (i) a first portion corresponding to the first channel audio output, (ii) a second portion corresponding to the second channel audio output, and (iii) a third portion corresponding to a voice command, wherein the captured audio content has a first signal-to-noise ratio;
determine a set of signal components from at least one of the first channel or the second channel of the given audio content;
select a subset of signal components from the set of signal components;
perform acoustic echo cancellation on the subset of signal components and thereby determine an acoustic echo cancellation output; and
apply the acoustic echo cancellation output to the captured audio content and thereby increase a signal-to-noise ratio of the captured audio content from the first signal-to-noise ratio to a second signal-to-noise ratio that is greater than the first signal-to-noise ratio.
2. The playback device of claim 1 , further comprising program instructions stored on the non-transitory computer-readable medium that are executable by the at least one processor such that the playback device is configured to:
before producing the first and second channel audio outputs, receive audio content for playback by the playback device, wherein the received audio content comprises the first channel of the given audio content and the second channel of the given audio content.
3. The playback device of claim 1 , wherein the playback device comprises the one or more microphones.
4. The playback device of claim 1 , wherein the program instructions that are executable by the at least one processor such that the playback device is configured to determine the set of signal components comprise program instructions that are executable by the at least one processor such that the playback device is configured to:
determine the set of signal components based on a singular value decomposition of the first and second channels of the given audio content.
5. The playback device of claim 4 , wherein each of the subset of signal components has at least one of (i) an energy content above a threshold energy content or (ii) a calculated variance above a threshold variance.
6. The playback device of claim 1 , wherein the program instructions that are executable by the at least one processor such that the playback device is configured to determine the set of signal components comprise program instructions that are executable by the at least one processor such that the playback device is configured to:
determine the set of signal components based on a cross-correlation of the first and second channels of the given audio content.
7. The playback device of claim 1 , wherein the second signal-to-noise ratio is greater than the first signal-to-noise ratio by a range of 1 dB to 10 db.
8. The playback device of claim 1 , further comprising:
a third set of one or more transducers;
a fourth set of one or more transducers; and
program instructions stored on the non-transitory computer-readable medium that are executable by the at least one processor such that the playback device is configured to:
produce a third channel audio output by playing back, via the third set of one or more transducers, a third channel of the given audio content; and
produce a fourth channel audio output by playing back, via the fourth set of one or more transducers, a fourth channel of the given audio content.
9. The playback device of claim 1 , wherein application of the acoustic echo cancellation output to the captured audio content results in the first portion and the second portion being eliminated or minimized.
10. The playback device of claim 1 , wherein:
the playback device further comprises program instructions stored on the non-transitory computer-readable medium that are executable by the at least one processor such that the playback device is configured to:
combine at least the first channel of the given audio content and the second channel of the given audio content into a compound audio signal; and
the program instructions that are executable by the at least one processor such that the playback device is configured to determine the set of signal components comprise program instructions that are executable by the at least one processor such that the playback device is configured to:
determine the set of signal components from the compound audio signal.
11. The playback device of claim 1 , further comprising program instructions stored on the non-transitory computer-readable medium that are executable by the at least one processor such that the playback device is configured to:
before performing the acoustic echo cancellation on the subset of signal components, transform the captured audio content and at least one of the first channel of the given audio content or the second channel of the given audio content from a time domain into a frequency domain.
12. A non-transitory computer-readable medium, wherein the non-transitory computer-readable medium is provisioned with program instructions that, when executed by at least one processor, cause a playback device to:
produce, via a first set of one or more transducers, a first channel audio output of a first channel of given audio content;
produce, via a second set of one or more transducers, a second channel audio output of a second channel of the given audio content;
receive, by one or more microphones, captured audio content comprising (i) a first portion corresponding to the first channel audio output, (ii) a second portion corresponding to the second channel audio output, and (iii) a third portion corresponding to a voice command, wherein the captured audio content has a first signal-to-noise ratio;
determine a set of signal components from at least one of the first channel or the second channel of the given audio content;
select a subset of signal components from the set of signal components;
perform acoustic echo cancellation on the subset of signal components and thereby determine an acoustic echo cancellation output; and
apply the acoustic echo cancellation output to the captured audio content and thereby increase a signal-to-noise ratio of the captured audio content from the first signal-to-noise ratio to a second signal-to-noise ratio that is greater than the first signal-to-noise ratio.
13. The non-transitory computer-readable medium of claim 12 , wherein the non-transitory computer-readable medium is also provisioned with program instructions that, when executed by at least one processor, cause the playback device to:
before producing the first and second channel audio outputs, receive audio content for playback by the playback device, wherein the received audio content comprises the first channel of the given audio content and the second channel of the given audio content.
14. The non-transitory computer-readable medium of claim 12 , wherein the playback device comprises the one or more microphones.
15. The non-transitory computer-readable medium of claim 12 , wherein the program instructions that, when executed by at least one processor, cause the playback device to determine the set of signal components comprise program instructions that, when executed by at least one processor, cause the playback device to:
determine the set of signal components based on a singular value decomposition of the first and second channels of the given audio content.
16. The non-transitory computer-readable medium of claim 15 , wherein each of the subset of signal components has at least one of (i) an energy content above a threshold energy content or (ii) a calculated variance above a threshold variance.
17. The non-transitory computer-readable medium of claim 12 , wherein the program instructions that, when executed by at least one processor, cause the playback device to determine the set of signal components comprise program instructions that, when executed by at least one processor, cause the playback device to:
determine the set of signal components based on a cross-correlation of the first and second channels of the given audio content.
18. A method carried out by a playback device, the method comprising:
producing, via a first set of one or more transducers, a first channel audio output of a first channel of given audio content;
producing, via a second set of one or more transducers, a second channel audio output of a second channel of the given audio content;
receiving, by one or more microphones, captured audio content comprising (i) a first portion corresponding to the first channel audio output, (ii) a second portion corresponding to the second channel audio output, and (iii) a third portion corresponding to a voice command, wherein the captured audio content has a first signal-to-noise ratio;
determining a set of signal components from at least one of the first channel or the second channel of the given audio content;
selecting a subset of signal components from the set of signal components;
performing acoustic echo cancellation on the subset of signal components and thereby determining an acoustic echo cancellation output; and
applying the acoustic echo cancellation output to the captured audio content and thereby increasing a signal-to-noise ratio of the captured audio content from the first signal-to-noise ratio to a second signal-to-noise ratio that is greater than the first signal-to-noise ratio.
19. The method of claim 18 , further comprising:
before producing the first and second channel audio outputs, receiving audio content for playback by the playback device, wherein the received audio content comprises the first channel of the given audio content and the second channel of the given audio content.
20. The method of claim 18 , wherein the playback device comprises the one or more microphones.