Discriminative training for speaker identification based on maximum model distance algorithm

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

Volumn 1, Issue , 2004, Pages

  Hong, Q Y ^a   Kwong, S ^a  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MATHEMATICAL MODELS; MATRIX ALGEBRA; SPEECH ANALYSIS; SPEECH COMMUNICATION; SPEECH RECOGNITION; VECTORS;

GAUSSIAN MIXTURE MODELS (GMM); HIDDEN MARKOV MODELS (HMM); SPEAKER IDENTIFICATION;

SPEECH PROCESSING;

EID: 4544369753     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. S. Furui, "An Overview of Speaker Recognition Technology," Automatic Speech and Speaker Recognition. Edited by Lee, C., Soong, F., Paliwal, K. Kluwer Academic Press, 1996.
2. D.A. Reynolds, "Speaker identification and verification using Gaussian mixture speaker models," Speech Communication 17 (1995) 91-108.
3. S. Kwong, Q.H. He, K.F. Man, and K.S. Tang, "A maximum model distance approach for HMM-based speech recognition," Pattern Recognition 31 (3) (1998) 219-229.
4. Q.H. He, S. Kwong, K.F. Man, and K.S. Tang, "Improved maximum model distance for HMM training," Pattern Recognition, Vol. 33, 2000, pp.1749-1758.
5. C.S. Liu, C.H. Lee, W. Chou, B.H. Juang, and A.E. Rosenberg, "A study on minimum error discriminative training for speaker recognition," Journal of Acoust. Soc. Am. 97(1), 637-648, January 1995.
6. C. Martin del Alamo, F.J. Caminero Gil, C. de la Torre Munilla, and L. Hernanadez Gomez, "Discriminative training of GMM for speaker identifcation," in Proc. ICASSP, vol. 1, pp. 157-160, 1996.
7. O. Siohan, A.E. Rosenberg, and S. Parthasarathy, "Speaker identification using minimum classification error training," in Proc. ICASSP, vol. 1, pp. 109-112, 1998.
8. S. Young, D. Kershaw, J. Odell, D. Ollason, V. Valtchev, and P. Woodland, The HTK book (for htk version 3.0). (htk.eng.cam.ac.uk/prot-docs/HTKBook/htkbook.html), July 2000.