An experimental study of coupled hidden Markov models

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2002, Pages

  Chu, Stephen M ^a   Huang, Thomas S ^a  

^a University of Illinois at Urbana Champaign   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; GESTURE RECOGNITION; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; PROBABILITY; SPEECH RECOGNITION; STATISTICAL METHODS;

COUPLED HIDDEN MARKOV MODEL; DYNAMIC BAYESIAN NETWORK; MAXIMUM LIKELIHOOD CLASSIFICATION;

MARKOV PROCESSES;

EID: 0036296984     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icassp.2002.5745559     Document Type: Conference Paper

References (6)

1. Learning dynamic Bayesian networks
2. A tutorial on learning with Bayesian networks
3. An introduction to variational methods for graphical models
4. Introduction to Monte Carlo methods
5. The factored frontier algorithm for approximate inference in DBNs