An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition

NIPS 2002: Proceedings of the 15th International Conference on Neural Information Processing Systems

Volumn , Issue , 2002, Pages 1213-1220

  Bengio, Samy ^a  

^a DALLE MOLLE INSTITUTE FOR ARTIFICIAL INTELLIGENCE IDSIA   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO ACOUSTICS; SPEECH RECOGNITION; VITERBI ALGORITHM;

ASYNCHRONOUS SEQUENCE; AUDIOVISUAL SPEECH RECOGNITION; EM ALGORITHMS; HIDDEN-MARKOV MODELS; INPUT/OUTPUT HIDDEN MARKOV MODELS; JOINT PROBABILITY; MARKOVIAN MODEL; MODELING ARCHITECTURE; PAIR HIDDEN MARKOV MODELS; VITERBI DECODER;

HIDDEN MARKOV MODELS;

EID: 85156276431     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. S. Bengio. An asynchronous hidden markov model for audio-visual speech recognition. Technical Report IDIAP-RR 02-26, IDIAP, 2002.
2. S. Bengio and Y. Bengio. An EM algorithm for asynchronous input/output hidden markov models. In Proceedings of the International Conference on Neural Information Processing, ICONIP, Hong Kong, 1996.
3. S. Dupont and J. Luettin. Audio-visual speech modelling for continuous speech recognition. IEEE Transactions on Multimedia, 2:141-151, 2000.
4. R. Durbin, S. Eddy, A. Krogh, and G. Michison. Biological Sequence Analysis: Probabilistic Models of proteins and nucleic acids. Cambridge University Press, 1998.
5. S. Pigeon and L. Vandendorpe. The M2VTS multimodal face database (release 1.00). In Proceedings ofthe First International Conference on Audio- and Video-based Biometric Person Authentication ABVPA, 1997.
6. Laurence R. Rabiner. A tutorial on hidden markov models and selected applications in speech recognition. Proceedings of the IEEE, 77(2):257-286, 1989.
7. W. H. Sumby and 1. Pollak. Visual contributions to speech intelligibility in noise. Journal of the Acoustical Society of America, 26:212-215, 1954.
8. A. Q. Summerfield. Lipreading and audio-visual speech perception. Philosophical Transactions of the Royal Society of London, Series B, 335:71-78, 1992.
9. A. Varga, H.J.M. Steeneken, M. Tomlinson, and D. Jones. The noisex-92 study on the effect of additive noise on automatic speech recognition. Technical report, DRA Speech Research Unit, 1992.