Solving the indeterminations of blind source separation of convolutive speech mixtures

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn V, Issue , 2005, Pages

  Rivet, Bertrand ^a   Girin, Laurent ^a   Jutten, Christian ^a  

^a GRENOBLE INSTITUTE OF TECHNOLOGY   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; ALGORITHMS; CONVOLUTION; PROBLEM SOLVING; SPEECH PROCESSING; VIDEO TELEPHONE EQUIPMENT;

AUDIO BSS ALGORITHM; AUDIOVISUAL COHERENCE; CONVOLUTIVE MIXTURES; FREQUENCY CHANNEL; SPEECH SIGNALS;

BLIND SOURCE SEPARATION;

EID: 33646773973     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1416358     Document Type: Conference Paper

References (10)

1. K. Grant and P. Seitz, "The use of visible speech cues for improving auditory detection of spoken sentences." J. Acoust. Soc. Am., vol. 108, pp. 1197-1208, 2000.
2. J.-L. Schwartz, F. Berthommier, and C. Savariaux, "Audio-visual scene analysis; evidence for a "very early" integration process in audio-visual speech perception." in Proc. ICSLP'2002, 2002, pp. 1937-1940.
3. L. Girin, J.-L. Schwartz, and G. Feng, "Audio-visual enhancement of speech in noise," J. Acoust. Soc. of Am., vol. 109, no. 6, pp. 3007-3020, June 2001.
4. D. Sodoyer, J.-L. Schwartz, L. Girin, J. Klinkisch, and C. Jutten, "Separation of audio-visual speech sources." in Eurasip JASP, 2002, pp. 1164-1173.
5. J.-F. Cardoso, "Blind signal separation : statistical principles," Proceedings of the IEEE, vol. 86, no. 10, pp. 2009-2025, October 1998.
6. A. Hyvärinen, J. Karhunen, and E. Oja, Independent Component Analysis. New York: Wiley, 2001.
7. B. Rivet, L. Girin, C. Jutten, and J.-L. Schwartz, "Using audiovisual speech processing to improve the robustness of the separation of convolutive speech mixtures." in MMSP 2004, Siene, Italy, October 2004.
8. D.-T. Pham, "Joint approximate diagonalization of positive definite matrices," SIAM J. Matrix Anal. And Appl., vol. 22, no. 4, pp. 1136-1152, 2001.
9. D.-T. Pham, C. Servière, and H. Boumaraf, "Blind separation of convolutive audio mixtures using non-stationary," in ICA 2003, Nara, Japan, April 2003.
10. A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum-likelihood from incomplete data via the EM algorithm," J. Royal Statist. Soc. Ser. B., vol. 39, 1977.