AN UNSUPERVISED SPEAKER ADAPTATION METHOD FOR CONTINUOUS PARAMETER HMM BY MAXIMUM A POSTERIORI PROBABILITY ESTIMATION

3rd International Conference on Spoken Language Processing, ICSLP 1994

Volumn , Issue , 1994, Pages 431-434

  Tsurumi, Yutaka ^a   Nakagawa, Seiichi ^a  

^a TOYOHASHI UNIVERSITY OF TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; PARAMETER ESTIMATION; PROBABILITY DISTRIBUTIONS; SPEECH RECOGNITION;

ADAPTATION METHODS; CONTINUOUS PARAMETERS; HIDDEN-MARKOV MODELS; LANGUAGE MODEL; MAXIMUM A POSTERIORI PROBABILITIES; MAXIMUM A POSTERIORI PROBABILITY ESTIMATIONS (MAP); POSTERIORI PROBABILITY ESTIMATION; SPEAKER INDEPENDENTS; SYLLABLE RECOGNITION; UNSUPERVISED SPEAKER ADAPTATION;

HIDDEN MARKOV MODELS;

EID: 0011510430     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Y. Hirata, S. Nakagawa, "Speaker adaptation of continuous parameter HMM", Proc. ICSLP, pp. 377-380, 1990.
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3. S. Nakagawa, T. Koshikawa, "Speaker Adaptation for Continuous Parameter HMM by maximum A Posteriori Probability Estimation", Jour. ASJ, Vol. 49, No. 10, pp. 721-728, 1993 (in Japanese).
4. S. Nakagawa, "A connected spoken word recognition method by O(n) dynamic programming pattern matching algorithm", Proc. ICASSP, pp. 296-299, 1983.
5. T. Matsuoka, Chin-Hui Lee, "A Study of Online Bayesian Adaptation for HMM-Based Speech Recognition", Proc. Eurospeech, pp. 815-818, 1993.
6. Chin-Hui Lee et al., "A Study on Speaker Adaptation of the Parameters of Continuous Density Hidden Markov Models", IEEE Trans. Signal Processing, Vol. 39, pp. 806-814, 1991.
7. Keinosuke Fukunaga, Introduction to Statistical Pattern Recognition, 2nd Edition, Academic Press, 1990.
8. S. Nakagawa, A. Kai, "A Frame-Synchronous Continuous Speech Recognition Algorithm Using A Top-Down Parsing of Context-Free Grammar", Proc. ICSLP, pp. 257-260, 1992.
9. Y. Tsurumi, S. Nakagawa, "Unsupervised Speaker Adaptation for Continuous Parameter HMM by Maximum A Posteriori Probability Estimation", Tech. Report of IEICE, SP93-104, 1993 (in Japanese).