Electrical audio signal processing systems and devices – Dereverberators
Reexamination Certificate
2005-06-24
2010-11-30
Mei, Xu (Department: 2614)
Electrical audio signal processing systems and devices
Dereverberators
C381S094300, C381S094100, C379S406140
Reexamination Certificate
active
07844059
ABSTRACT:
A system and process for dereverberation of multi-channel audio streams is presented which uses reverberation suppression techniques. In general, the present system and process builds a frequency dependent model of the reverberation decay and uses spectral subtraction-based reverberation reduction to achieve the aforementioned suppression. This dereverberation system and process can be used to improve automatic speech recognition (ASR) results with minimal CPU overhead.
REFERENCES:
patent: 3542954 (1970-11-01), Flanagan
patent: 4087633 (1978-05-01), Fitzwilliam
patent: 4131760 (1978-12-01), Christensen et al.
patent: 5761318 (1998-06-01), Shimauchi et al.
patent: 5774562 (1998-06-01), Furuya et al.
patent: 6363345 (2002-03-01), Marash et al.
patent: 6377637 (2002-04-01), Berdugo
patent: 6459914 (2002-10-01), Gustafsson et al.
patent: 6507623 (2003-01-01), Gustafsson et al.
patent: 7054451 (2006-05-01), Janse et al.
patent: 2003/0023436 (2003-01-01), Eide
patent: 2004/0190730 (2004-09-01), Rui et al.
patent: 2004/0198296 (2004-10-01), Hui et al.
patent: 2006/0115095 (2006-06-01), Giesbrecht et al.
patent: 1511358 (2005-03-01), None
patent: WO2004/077407 (2004-09-01), None
H. Attias, J. C. Platt, A. Acero, L. Deng,Speech Denoising and Dereverberation Using Probabilistic Models, inAdvances in Neural Information Processing Systems 13 (Sebastian Thrun et al., MIT Press, 2001).
Bees, D., M. Blostein, P. Kabal, Reverberant speech enhancement using cepstral processing,Proc. IEEE Int'l Conf. Acoustics, Speech, Signal Processing, 1991, vol. 1, pp. 977-980.
Clear Voice Capture One Microphone Solution for Automatic Speech Recognition, (visited Jul. 5, 2005) <hhttp://www.claritycvc.com/clarity/upload/pdf/omsasr—general.pdf>.
Couvreur, L., S. Dupont, C. Ris, J.-M. Boite, C. Couvreur, Fast adaptation for robust speech recognition in reverberant environments,Adaptation, 2001, pp. 85-88.
Gelbart, D. and N. Morgan, Double the trouble: Handling noise and reverberation in far-field automatic speech recognition,Proc. IEEE Int'l Conf. Acoustics, Speech, Signal Processing, 2003, vol. 1, pp. 844-847.
Gillespie, B., D. A. Florêncio, and H. S. Malvar, Speech dereverberation via maximum-kurtosis subband adaptive filtering,Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, May 2001, vol. 6, pp. 3701-3704.
Giuliani, D., M. Omologo, and P. Svaizer, Experiments of speech recognition in noisy and reverberant environment using a microphone array and HMM adaptation,Proc. of the Int'l Conf. on Spoken Language Processing, Philadelphia, Pennsylvania, Oct. 1996, vol. 3, pp. 1329-1332.
Liu, J., and H. Malvar, Blind deconvolution of reverberated speech signals via regularization,Proc. IEEE Int'l Conf. Acoustics, Speech, Signal Processing, May 7-11 2001, vol. 5, pp. 3037-3040.
Mourjopoulos, J., and J. K. Hammond, Modelling and enhancement of reverberant speech using an envelope convolution method,Proc. IEEE Int'l Conf. Acoustics, Speech, Signal Processing, 1983, Boston, MA, pp. 1144-1147.
Petropulu, A., S. Subramaniam, and C. Wendt, Cepstrum-based deconvolution for speech dereverberation,IEEE Trans. on Speech and Audio Processing, Sep. 1996, vol. 4, No. 5, pp. 392-396.
Philsoft V3: An ASR engine originating from the telecom world, (visited Jul. 5, 2005) <http://www.telisma.com/iso—album/philsoft—september2003.pdf >.
Michael L. Seltzer, Microphone Array Processing for Robust Speech Recognition, Ph.D Thesis, Carnegie Mellon University, Jul. 2003.
Sohn, J., N. S. Kim, W. Sung, A statistical model-based voice activity detection,IEEE Signal Processing Letters, Jan. 1999, vol. 6, No. 1, pp. 1-3.
Wu, W., and D. Wang, A one-microphone algorithm for reverberant speech enhancement,Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, 2003, vol. 1, pp. 844-847.
Allred Daniel
Tashev Ivan
Kurr Jason R
Lyon Richard T.
Lyon & Harr LLP
Mei Xu
Microsoft Corporation
LandOfFree
Dereverberation of multi-channel audio streams does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Dereverberation of multi-channel audio streams, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Dereverberation of multi-channel audio streams will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-4206415