Using audiovisual speech processing to improve the robustness of the separation of convolutive speech mixtures

2004 IEEE 6th Workshop on Multimedia Signal Processing

Volumn , Issue , 2004, Pages 47-50

  Rivet, Bertrand ^a   Girin, Laurent ^a   Jutten, Christian ^a   Schwartz, Jean Luc ^a  

^a GRENOBLE INSTITUTE OF TECHNOLOGY   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BLIND SOURCE SEPARATION; FOURIER TRANSFORMS; IMPULSE RESPONSE; INTEGRATION; MATHEMATICAL MODELS; ROBUSTNESS (CONTROL SYSTEMS); VECTORS; WHITE NOISE;

AUDIOVISUAL SPEECH PROCESSING; CONVOLUTIVE SPEECH MIXTURES; DUAL FILTERING PROCESS; PERMUTATION PROBLEMS;

SPEECH PROCESSING;

EID: 13344276516     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

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," Journal Accoustical Society of Smerica, vol. 109, no. 6, pp. 3007-3020, June 2001.
4. S. Deligne, G. Potamianos, and C. Neti, "Audio-visual speech enhancement with AVCDCN (AudioVisual Codebook Dependent Cepstral Normalization)." in Proc. ICSLP'2002, 2002, pp. 1449-1452.
5. L. Girin, A. Allard, and J.-L. Schwartz, "Speech signals separation: a new approach exploiting the coherence of audio and visual speech," in IEEE Int. Workshop on Multimedia Signal Processing (MMSP'2001), Cannes, France, 2001.
6. 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.
7. J.-F. Cardoso, "Blind signal separation: statistical principles," Proceedings of the IEEE, vol. 86, no. 10, pp. 2009-2025, October 1998.
8. C. Jutten and A. Taleb, "Source separation: from dusk till dawn," in Independant compoment analysis 2000, Helsinki, Finlande, June 2000, pp. 15-26.
9. A. Hyvärinen, J. Karhunen, and E. Oja, Independent Component Analysis. New York: Wiley, 2001.
10. D.-T. Pham, "Joint approximate diagonalization of positive definite matrices," SIAM J. Matrix Anal. And Appl., vol. 22, no. 4, pp. 1136-1152, 2001.
11. D.-T. Pham, C. Servière, and H. Boumaraf, "Blind separation of convolutive audio mixtures using nonstationary," in Proceeding of ICA 2003 Conference, Nara, Japan, April 2003.
12. H. Yehia, P. Rubin, and E. Vatikiotis-Bateson, "Quantitative association of vocal-tract and facial behavior." Speech Communication, vol. 26, pp. 23-43, 1998.
13. 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.