Speaker adaptation based on MAP estimation using fuzzy controller

Pattern Recognition Letters

Volumn 24, Issue 15, 2003, Pages 2807-2813

  Juang, Yau Tarng ^a   Huang, Kuo Chang ^a   Ding, Ing Jr ^a  

^a NATIONAL CENTRAL UNIVERSITY   (Taiwan)

Author keywords

Fuzzy logic; Hidden Markov model adaptation; Maximum a posteriori adaptation; Speaker adaptation

Indexed keywords

FUZZY CONTROL; FUZZY SETS; PATTERN RECOGNITION;

SPEAKER ADAPTATION SYSTEMS;

SPEECH RECOGNITION;

ACOUSTICS; PATTERN RECOGNITION;

EID: 0042830826     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(03)00125-9     Document Type: Article

References (15)

1. Berger J.O. Statistical Decision Theory and Bayesian Analysis second ed. 1985 Springer-Verlag New York
2. DeGroot M.H. Optimal Statistical Decisions 1970 McGraw-Hill New York
3. Duda R.O. Hart P.E. Pattern Classification and Scene Analysis 1973 Wiley New York
4. Gauvain J.-L. Lee C.-H. Maximum a posteriori estimation for multivariate Gaussian mixture observations of Markov chains IEEE Trans. Speech Audio Process. 2 1994 291-298
5. Juang B.-H. Rabiner L.R. The segmental K-means algorithm for estimating parameters of hidden Markov models IEEE Trans. Signal Process. 38 9 1990 1639-1641
6. Lee C.-H. On stochastic feature and model compensation approaches to robust speech recognition Speech Commun. 25 1998 29-47
7. Lee, C.-H., Gauvain, J.-L., 1993. Speaker adaptation based on MAP estimation of HMM Parameter. ICASSP93 II, pp. 558-561
8. Lee C.H. Lin C.H. Juang B.H. A study on speaker adaptation of the parameters of continuous density hidden Markov models IEEE Trans. ASSP 39 1991 806-814
9. Leggetter C.J. Woodland P.C. Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models Comput. Speech Lang. 9 1995 171-185
10. Rabiner L.R. Wilpon J.G. Juang B.H. A segmental k-means training for connected word recognition AT-T Tech. J. 65 1986 21-32
11. Sankar A. Lee C.H. A maximum likelihood approach to stochastic matching for robust speech recognition IEEE Trans. SAP 4 1996 190-202
12. Takahashi, J., Sagayama, S., 1995. Vector-field-smoothed Bayesian learning for incremental speaker adaptation. ICASSP-95 1, pp. 696-699
13. Wang H.C. MAT-a project to collect Mandarin speech data through telephone networks in Taiwan Comput. Linguist. Chinese Lang. Process. 2 1997 73-89
14. Yager R. Filev D. Essentials of Fuzzy Modeling and Control 1994 Wiley New York
15. Zavagliogkos, G., Schwartz, R., Makhoul, J., 1995. Batch, incremental and instantaneous adaptation techniques for speech recognition. In: Proceedings of ICASSP, Detroit, MI, pp. 676-679