Method for processing multichannel acoustic signal, system therefor, and program
A method for processing multichannel acoustic signals which is characterized by calculating the feature quantity of each channel from the input signals of a plurality of channels, calculating similarity between the channels in the feature quantity of each channel, selecting channels having high similarity, and separating signals using the input signals of the selected channels.
1. A multichannel acoustic signal processing method, comprising:
calculating a feature for each channel from input signals of a multichannel;
calculating an inter-channel similarity of said by-channel feature;
grouping a plurality of the channels of which said similarity is high; and
separating the signals for each group for input signals of the grouped channels.
2. The multichannel acoustic signal processing method according to claim 1 , wherein said feature to be calculated for each channel includes at least one of a time waveform, a statistics quantity, a frequency spectrum, a logarithmic spectrum of frequency, a cepstrum, a melcepstrum, a likelihood for an acoustic model, a confidence measure for an acoustic model, a phoneme recognition result, a syllable recognition result, and a voice section length.
3. The multichannel acoustic signal processing method according to claim 1 , wherein an index expressive of said similarity includes at least one of a correlation value and a distance value.
4. The multichannel acoustic signal processing method according to claim 1 , comprising repeating calculation of said by-channel similarity and selection of a plurality of the channels of which the similarity is high a plurality of number of times by employing the different features, and narrowing the channels that are selected.
5. A multichannel acoustic signal processing system including a computer, comprising:
a feature calculator included in the computer that calculates a feature for each channel from input signals of a multichannel;
a similarity calculator included in the computer that calculates an inter-channel similarity of said by-channel feature;
a channel selector that groups a plurality of the channels of which said similarity is high; and
a signal separator that separates the signals for each group for input signals of the grouped channels.
6. The multichannel acoustic signal processing system according to claim 5 , wherein said feature calculator calculates at least one of a time waveform, a statistics quantity, a frequency spectrum, a logarithmic spectrum of frequency, a cepstrum, a melcepstrum, a likelihood for an acoustic model, a confidence measure for an acoustic model, a phoneme recognition result, a syllable recognition result, and a voice section length as the feature.
7. The multichannel acoustic signal processing system according to claim 5 , wherein said similarity calculator calculates at least one of a correlation value and a distance value as an index expressive of said similarity.
8. The multichannel acoustic signal processing system according to claim 5 :
wherein said similarity calculator repeats a plurality of calculations of the similarity by use of different kinds of the features, and
wherein said channel selector repeats a plurality of selections of the channels.
9. A non-transitory computer readable storage medium storing a program, causing an information processing device to execute, comprising:
a feature calculating process of calculating a feature for each channel from input signals of a multichannel;
a similarity calculating process of calculating an inter-channel similarity of said by-channel feature;
a channel grouping process of grouping a plurality of the channels of which said similarity is high; and
a signal separating process of separating the signals for each group for input signals of the grouped channels.
10. The non-transitory computer readable storage medium storing a program according to claim 9 , wherein said feature calculating process calculates at least one of a time waveform, a statistics quantity, a frequency spectrum, a logarithmic spectrum of frequency, a cepstrum, a melcepstrum, a likelihood for an acoustic model, a confidence measure for an acoustic model, a phoneme recognition result, a syllable recognition result, and a voice section length as the feature.
11. The non-transitory computer readable storage medium storing a program according to claim 9 , wherein said similarity calculating process calculates at least one of a correlation value and a distance value as an index expressive of said similarity.
12. The non-transitory computer readable storage medium storing a program according to claim 9 , wherein said channel selecting process repeats said feature calculating process and said similarity calculating process a plurality number of times by employing the different features, and narrows the channels that are selected.
13. The multichannel acoustic signal processing method according to claim 1 , further comprising repeating calculation of the inter-channel similarity of the by-channel feature and the selection of the plurality of the channels of which the similarity is high a plurality of number of times by employing different features, and narrowing the channels that are selected.
14. The multichannel acoustic signal processing method according to claim 1 , wherein the separating further includes performing signal separation based upon the inter-channel similarity without performing the signal separation for all channels, and does not input a channel requiring no signal separation into signal separators.
15. The multichannel acoustic signal processing method according to claim 5 , wherein said similarity calculator repeats a plurality of calculations of the similarity by use of different kinds of the features.
16. The multichannel acoustic signal processing method according to claim 15 , wherein said channel selector repeats a plurality of selections of the channels.
17. The multichannel acoustic signal processing system according to claim 5 , wherein a non-transitory computer readable storage medium stores a program causing the computer to realize the feature calculator, the similarity calculator, the channel selector, and the signal separator.
18. The multichannel acoustic signal processing system according to claim 5 , further comprising a non-transitory computer readable storage medium that stores a program for the multichannel acoustic signal processing system to be executed by the computer.
19. The non-transitory computer readable storage medium storing a program according to claim 9 , wherein said similarity calculating process repeats a plurality of calculations of the similarity by use of different kinds of the features.
20. The non-transitory computer readable storage medium storing a program according to claim 19 , wherein said channel selecting process repeats a plurality of selections of the channels.