Model-space compensation of microphone and noise for speaker-independent speech recognition

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

Volumn 1, Issue , 2003, Pages 660-663

  Gong, Yifan ^a  

^a TEXAS INSTRUMENTS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADDITIVE DISTORTION;

ACOUSTIC DISTORTION; ACOUSTIC NOISE; ALGORITHMS; MARKOV PROCESSES; MICROPHONES; VECTORS;

SPEECH RECOGNITION;

EID: 0141590635     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. Y. Gong, "Speech recognition in noisy environments: A survey," Speech Communication, vol. 16, no. 3, pp. 261-291, April 1995.
2. J. L. Gauvain and C. H. Lee, "Maximum a posteriori estimation for multivariate gaussian observations of Markov chains," IEEE Trans. on Speech and Audio Processing, vol. 2, no. 2, pp. 291-298, April 1994.
3. C. J. Leggetter and P. C. Woodland, "Maximum likelihood linear regression for speaker adaptation of continuous density HMMs," Computer, Speech and Language, vol. 9, no. 2, pp. 171-185, 1995.
4. B. Atal, "Effectiveness of linear prediction characteristics of the speech wave for automatic speaker identifition and verification," J. of Acoust. Soc. America, vol. 55, pp. 1304-1312, 1974.
5. S. F. Boll, "Suppression of acoustic noise in speech using spectral subtraction," IEEE Trans. on Acoust., Speech and Signal Processing, vol. ASSP-27, no. 2, pp. 113-120, April 1979.
6. D. Macho, L. Mauuary, B. Noe, Y. M. Cheng, D. Ealey, D. Jouvet, H. Kelleher, D. Pearce, and F. Saadoun, "Evaluation of a noise-robust DSR front-end on AURORA databases," in Proc. Int. Conf. on Spoken Language Processing, Colorado, USA, September 2002, pp. 17-20.
7. M. Afify, Y. Gong, and J.-P. Haton, "A general joint additive and convolutive bias compensation approach applied to noisy lombard speech recognition," IEEE Trans. on Speech and Audio Processing, vol. 6, no. 6, pp. 524-538, November 1998.
8. Y. Zhao, "Frequency-domain maximum likelihood estimation for automatic speech recognition in additive and convolutive noises," IEEE Trans. on Speech and Audio Processing, vol. 8, no. 3, pp. 255-266, May 2000.
9. J. L. Gauvain, L. Lamel, M. Adda-Decker, and D. Matrouf, "Developments in continuous speech dictation using the ARPA NAB news task," in Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing, Detroit, 1996, pp. 73-76.
10. Y. Minami and S. Furui, "A maximum likelihood procedure for a universal adaptation method based on HMM composition," in Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing, Detroit, 1995, pp. 129-132.
11. M. J. F. Gales, "PMC for speech recognition in additive and convolutional noise," Tech. Rep. TR-154, CUED/FINFENG, December 1993.
12. Y. Gong, "A robust continuous speech recognition system for mobile information devices (invited paper)," in Proc. of International Workshop on Hands-Free Speech Communication, Kyoto, Japan, April 2001.
13. S. Sagayama, Y. Yamaguchi, and S. Takahashi, "Jacobian adaptation of noisy speech models," in Proceedings of IEEE Automatic Speech Recognition Workshop, Santa Barbara, CA, USA, DEC 1997, pp. 396-403, IEEE Signal Processing Society.
14. N. S. Kim, "Statistical linear approximation for environment compensation," IEEE Signal Processing Letters, vol. 5, no. 1, pp. 8-10, Jan. 1998.
15. M. J. F. Gales and S. Young, "An improved approach to the hidden Markov model decomposition of speech and noise," in Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing, U.S.A., April 1992, vol. I, pp. 233-236.
16. Y. Gong, "A method of joint compensation of additive and convolutive distortions for speaker-independent speech recognition," IEEE Trans. on Speech and Audio Processing, (submitted for publication) 2002.
17. A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," Journal of the Royal Statistical Society, vol. 39, no. 1, pp. 138, 1977.