Audio-visual speech recognition using mce-based HMMs and model-dependent stream weights

6th International Conference on Spoken Language Processing, ICSLP 2000

Volumn , Issue , 2000, Pages

  Miyajima, Chiyomi ^a   Tokuda, Keiichi ^a   Kitamura, Tadashi ^a  

^a NAGOYA INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS; MARKOV PROCESSES; MAXIMUM LIKELIHOOD;

AUDIO VISUAL SPEECH RECOGNITION; AUTOMATIC SPEECH RECOGNITION SYSTEM; CONVENTIONAL SYSTEMS; GENERALIZED PROBABILISTIC DESCENTS; ISOLATED WORD RECOGNITION; MAXIMUM LIKELIHOOD CRITERIA; MINIMUM CLASSIFICATION ERROR TRAINING; SPEAKER INDEPENDENTS;

SPEECH RECOGNITION;

EID: 85009091822     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. D. G. Stork and M. E. Hennecke eds., Speechreading by Humans and Machines, Springer-Verlag, Berlin, 1996.
2. G. Potamianos and H. P. Graf, "Discriminative training of HMM stream exponents for audio-visual speech recognition", ICASSP'98, vol. 6, pp. 3733-3736, May 1998.
3. S. Katagiri, B.-H. Juang, C.-H. Lee, "Pattern recognition using a family of design algorithms based upon the generalized probabilistic descent method." Proc. IEEE, vol. 86, no. 11, pp. 2345-2373, Nov. 1998.
4. W. Chou, B.-H. Juang, and C.-H. Lee, "Segmental GPD training of HMM based speech recognizer", ICASSP'92, vol. 1, pp. 473-476, Mar. 1992.
5. C. Miyajima, K. Tokuda, and T. Kitamura, "Audio-visual speech recognition using minimum classification error training", NNSP 2000, Dec. 2000 (to be published).
6. S. Pigeon and L. Vandendorpe, "The M2VTS multimodal face database", AVBPA'97, Mar. 1997.
7. T. Fukada, K. Tokuda, T. Kobayashi, and S. Imai, "An adaptive algorithm for mel-cepstral analysis of speech." ICASSP'92, vol. 1, pp. 137-140, Mar. 1992.