NEURAL PREDICTIVE HIDDEN MARKOV MODEL

1st International Conference on Spoken Language Processing, ICSLP 1990

Volumn , Issue , 1990, Pages 1341-1344

  Tsuboka, Eiichi ^a   Takada, Yoshihiro ^b   Wakita, Hisashi ^b  

^a PANASONIC CORPORATION   (Japan)

^b OSAKA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV CHAINS; HIDDEN-MARKOV MODELS; NEURAL-NETWORKS; NONLINEAR AUTOREGRESSIVE PROCESS; NONLINEAR PREDICTORS; PARAMETER ESTIMATION METHOD; PERFORMANCE;

HIDDEN MARKOV MODELS;

EID: 85133531199     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. S. Nakagawa, "Speech Recognition by Stochastic Model", IEICE (1988). (in Japanese).
2. S. Furui, "Speaker-Independent Isolated Word Recognition Using Dynamic Features of Speech Spectrum", IEEE Trans. Acoust., Speech and Signal Processing, ASSP-34, 1, pp. 52-59 (1986).
3. K. F. Lee and H. W. Hon, "Large-Vocabulary Speaker-Independent Continuous Speech Recognition Using HMM", Proc. ICASSP, pp. 123-126 (1988).
4. E. Tsuboka, "Hidden Markov Model Embedded Dynamic Features of Speech Spectrum", IEICE Technical Report, SP87-97 (1987). (in Japanese).
5. P. Kenny, M. Lennig and P. Mermelstein, "A Linear Predictive HMM for Vector-Valued Observations with Application to Speech Recognition", IEEE Trans. Acoust., Speech and Signal Processing, ASSP-38, 2, pp. 220-225 (1990).
6. A. Weibel, T. Hanazawa, G. Hinton, K. Shikano and K. Lang, "Phoneme Recognition Using Time-Delay Neural Networks", Proc. ICASSP, pp. 107-110 (1988).
7. E. Tsuboka, "Neural Network Driven HMM", IEICE Technical Report, SP89-83 (1989). (in Japanese).
8. Y. Takada, E. Tsuboka, J. Nakahashi and H. Wakita, "Speech Recognition Using Neural Predictive HMM", Conference of the Acoustical Society of Japan (Sep. 1990). (in Japanese).
9. L. A. Lipolace, "Maximum Likelihood Estimation for Multivariate Observations of Markov Sources", IEEE Trans. Inf. Theory, IT-28, 5, pp. 729-734 (1982).
10. K. Iso and T. Watanabe, "Speaker-Independent Word Recognition Using a Neural Prediction Model", Proc. ICASSP, pp. 441-444 (1990).