A GMM-Based handset selector for channel mismatch compensation with applications to speaker identification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2195, Issue , 2001, Pages 1132-1137

  Yiu, K K ^a   Mak, M W ^a   Kung, S Y ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

LOUDSPEAKERS; TELEPHONE SETS; VECTORS;

CHANNEL MISMATCH; COMPUTATIONALLY EFFICIENT; FRAME DIFFERENCES; GAUSSIAN MIXTURE MODEL; MOST LIKELY; SPEAKER IDENTIFICATION;

SPEECH RECOGNITION;

EID: 84946721819     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45453-5_156     Document Type: Conference Paper

References (9)

1. M. W. Mak and S. Y. Kung. Estimation of elliptical basis function parameters by the EM algorithms with application to speaker verification. In IEEE Trans, on Neural Networks, volume 11, pages 961-969, 2000.
2. S. Furui. Cepstral analysis technique for automatic speaker verification. IEEE Trans, on Acoustics, Speech and Signal Processing., ASSP-29(2): 254-272, April 1981.
3. M. G. Rahim and B. H. Juang. Signal bias removal by maximum likelihood esti mation for robust telephone speech recognition. IEEE Transactions on Speech and Audio Processing, 4(1): 19-30, Jan 1996.
4. T. F. Lo, K. K. Yiu, and M. W. Mak. A new cepstrum-based channel compensation method for speaker verification. In Proc. Eurospeech/99, volume 2, pages 775-778, Sept. 1999.
5. K. K. Yiu, M. W. Mak, and S. Y. Kung. Channel distortion compensation based on the measurement of handset’s frequency responses. In International Symposium on Intelligent Multimedia, Video and Speech Processing, 2001.
6. J. P. Campbell. Testing with the YOHO CD-ROM voice verification corpus. In ICASSP’95, volume 1, pages 341-344, 1995.
7. L. P. Heck and M. Weintraub. Handset dependent background models for robust text-independent speaker recognition. In ICASSP97, volume 2, pages 1071-1074, 1997.
8. C. Mokbel, D. Jouvet, and J. Monne. Deconvolution of telephone line effects for speech recognition. Speech Communication, 19: 185-196, 1996.
9. A. P. Dempster, N. M. Laird, and D. B. Rubin. Maximum likelihood from incomplete data via the EM algorithm. J. of Royal Statistical Soc., Ser. B., 39(1): 1-38, 1977.