A STATISTICAL COARTICULATORY MODEL FOR THE HIDDEN VOCAL-TRACT-RESONANCE DYNAMICS

6th European Conference on Speech Communication and Technology, EUROSPEECH 1999

Volumn , Issue , 1999, Pages 1499-1502

  Deng, Li ^a   Ma, Jeff ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DYNAMICAL SYSTEMS; NONLINEAR DYNAMICAL SYSTEMS; SPEECH COMMUNICATION;

CONTEXT DEPENDENCES; DYNAMIC TARGET; INTERNAL STRUCTURE; LIKELIHOOD COMPUTATION; LONG SPAN; MODELING PARAMETERS; SPEECH ACOUSTICS; SPEECH MODELS; SPONTANEOUS SPEECH RECOGNITION; VOCAL TRACT RESONANCES;

SPEECH RECOGNITION;

EID: 0003911245     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Anderson B. and Moore J. Optimal Filtering, Prentice-Hall, N.J., 1970, pp. 103.
2. Bakis R. "Coarticulation modeling with continuous-state HMMs," Proc. IEEE Workshop Automatic Speech Recognition, Arden House, N.Y., 1991, pp. 20-21.
3. Deng L. "A generalized hidden Markov model with state-conditioned trend functions of time for the speech signal," Signal Processing, Vol.27, 1992, pp. 65-78.
4. Deng L. "Computational models for speech production," in Computational Models of Speech Pattern Processing (NATO ASI), 1997.
5. Deng L. "A dynamic, feature-based approach to the interface between phonology and phonetics for speech modeling and recognition," Speech Communication, Vol. 24, No. 4, pp. 299-323, 1998.
6. Deng L., Aksmanovic M., Sun D., and Wu J. "Speech recognition using hidden Markov models with polynomial regression functions as nonstationary states," IEEE Trans. Speech Audio Proc., Vol. 2, 1994, pp. 507-520.
7. Deng L., Ramsay G., and Sun D. "Production models as a structural basis for automatic speech recognition," Speech Communication (special issue on speech production modeling), Vol. 22, No. 2, August 1997, pp. 93-112.
8. Jazwinski, A. H. Stochastic Processes and Filtering Theory, Academic Press, New York, 1970.
9. Ma J. and Deng L. "Optimization of dynamic regimes in a statistical hidden dynamic model for spontaneous speech recognition," these proceedings.
10. Ostendorf M. "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.
11. Picone J., S. Pike, R. Reagan, T. Kamm, J. Bridle, L. Deng, J. Ma, H. Richards, M. Schuster. "Initial evaluation of hidden dynamic models on conversational speech," Proc. of ICASSP, March 1999, pp 109-112.