Structural learning of dynamic Bayesian networks in speech recognition

EUROSPEECH 2001 - SCANDINAVIA - 7th European Conference on Speech Communication and Technology

Volumn , Issue , 2001, Pages 1669-1672

  Deviren, Murat ^a   Daoudi, Khalid ^a  

^a LORIA   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; COMPLEX NETWORKS; ECONOMIC AND SOCIAL EFFECTS; SPEECH; SPEECH COMMUNICATION;

COMPUTATIONAL EFFORT; DYNAMIC BAYESIAN NETWORKS; MODEL ACCURACY; MODEL COMPLEXITY; MODELING FIDELITY; SPEECH MODELING; STRUCTURAL LEARNING; TRAINING PHASE;

SPEECH RECOGNITION;

EID: 85009085875     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Bilmes, J. A., "Buried Markov Models for speech recognition", ICASSP-99.
2. Daoudi, K., Fohr, D., Antoine, C., "A new approach for multi-band speech recognition based on probabilistic graphical models", ICSLP 2000.
3. Daoudi, K., Fohr, D., Antoine, C., "Continuous multiband speech recognition using Bayesian networks", Preprint 2001.
4. Zweig, G. G., "Speech recognition with dynamic Bayesian networks", Phd. Thesis, University of California, Berkeley, 1998.
5. Bilmes, J. A., "Dynamic Bayesian multinets", Proc. UAI 2000.
6. Friedman, N., "Learning belief networks in the presence of missing values and hidden variables", Int. Conf. on Machine Learning, 1997.
7. Friedman, N., Murphy, K., Russell, S., "Learning the Structure of Dynamic Probabilistic Networks", Proc. UAI-98, Madison, Wisconsin, 1998.
8. Jensen, F. V., Lauritzen, S. L. and Olsen, K. G., "Bayesian updating in recursive graphical models by local computations", Computational Statistics and Data Analysis, (4):269-282, 1990.