Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - Model and training

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

Volumn 1, Issue , 2003, Pages 744-747

  Zhou, Jian Lai ^a   Seide, Frank ^a   Deng, Li ^b  

^a MICROSOFT RESEARCH ASIA   (China)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS (HMM);

ACOUSTIC SIGNAL PROCESSING; ALGORITHMS; CONTEXT SENSITIVE LANGUAGES; DECODING; ERROR ANALYSIS; MARKOV PROCESSES; MATHEMATICAL MODELS; SPEECH ANALYSIS;

SPEECH RECOGNITION;

EID: 0141478988     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. F. Seide, J.-L. Zhou, and L. Deng. Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - MAP decoding and evaluation. Submitted to Proc. ICASSP'03, 2003, Hongkong.
2. J. Ma, L. Deng. Target-directed mixture linear dynamic models for spontaneous speech recognition. IEEE Trans. Speech and Audio Processing, submitted 1999, to appear 2002.
3. L. Deng and J. Ma. Spontaneous speech recognition using a statistical coarticulatory model for the hidden vocal-tract-resonance dynamics. J. Acoust. Soc. Am., Vol. 108, No. 6, Dec 2000, pp. 3036-3048.
4. J. Bridle et al. The WS98 final report on the dynamic model. http://www.clsp.jhu.edu/ws98/projects/dynamic/presentations/finalhtml/index. html, Johns Hopkins Univ., 1998.
5. M. Ostendorf, V. Digalakis, and J. Rohlicek. From HMMs to segment models: A unified view of stochastic modeling for speech recognition. IEEE Trans. Speech Audio Proc., Vol. 4, 1996, pp. 360-378.
6. L. Deng and M. Aksmanovic. Speaker-independent phonetic classification using Hidden Markov Models with state-conditioned mixtures of trend functions. IEEE Trans. Speech Audio Proc., Vol. 5, No. 4, July 1997, pp. 319-324.
7. W. Holmes and M. Russell. Probabilistic-trajectory segmental HMMs. Computer Speech and Language, Vol. 13, 1999, pp. 3-37.
8. R. Bakis. Coarticulation modeling with continuous-state HMMs. Proc. IEEE Workshop Automatic Speech Recognition, pp. 20-21, Harriman, New York, 1991.
9. Y. Gao, R. Bakis, J. Huang, B. Zhang, Multistage Coarticulation model combining articulatory, formant and cepstral features. Proceedings of the ICSLP, Vol. 1, 2000, pp. 25-28.
10. F.-L. Chen et al. The structure and its implementation of Hidden Dynamic HMM for Mandarin speech recognition. Proc. ICSLP, pp. 713-716, Denver, 2002.