Hidden factor dynamic Bayesian networks for speech recognition

8th International Conference on Spoken Language Processing, ICSLP 2004

Volumn , Issue , 2004, Pages 2801-2804

  Korkmazsky, Filipp ^a   Deviren, Murat ^a   Fohr, Dominique ^a   Illina, Irina ^a  

^a LORIA   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; CLUSTERING ALGORITHMS; COMPLEX NETWORKS; KNOWLEDGE BASED SYSTEMS; SPEECH;

DATA CLUSTERS; DYNAMIC BAYESIAN NETWORKS; HIDDEN LAYERS; NOISY SPEECH; SPEECH DATA; SPEECH RECOGNITION PERFORMANCE; SPEECH SIGNALS;

SPEECH RECOGNITION;

EID: 85009062725     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. T. A. Stephenson, J. Escofet, M. Magimai-Doss, and H. Bourlard, "Dynamic Bayesian Network Based Speech Recognition with Pitch and Energy as Auxiliary Variables", NNSP 2002, Martigny Switzerland.
2. T. Shinozaki, S. Furui, "Hidden Mode HMM Using Bayesian Network for Modeling Speaking Rate Fluctuation", ASRU 2003, St. Thomas, U.S. Virgin Islands.
3. K. Livescu, J. Glass, and J. Bilmes, "Hidden Feature Models for Speech Recognition Using Dynamic Bayesian Networks", EUROSPEECH 2003, Geneva.
4. A. Deoras and M. Hasegawa-Johnson, "A Factorial HMM Approach to Robust Isolated Digit Recognition in Non-Stationary Noise", Undergraduate Thesis, University of Illinois, 2003.
5. A.P. Dempster, N.M. Laird, and D.B. Rubin. "Maximum Likelihood from Incomplete Data via the EM algorithm", Journal of Royal Statistical Society Series B, 39:185-197, 1977
6. L. Rabiner and B.-H. Juang, "Fundamentals of Speech Recognition", Prentice Hall Signal Processing Series, 1993.