431193

Discriminative Training of CDHMMs for Maximum Relative Separation Margin

Liu, Chaojun ; Jiang, Hui ; Li, Xinwei

Dept. of Comput. Sci. & Eng., York Univ., Toronto, Ont., Canada

1

2005

March 18-23, 2005

101

104

error statistics; hidden Markov models; minimax techniques; probability; speech recognition; Alphabet tasks; CDHMM; E-set; ISOLET database; constrained minimax optimization; continuous density hidden Markov model; discriminative training; error rate reduction; generalized probabilistic descent algorithm; maximum relative separation margin; minimum relative multi-class separation; speech recognition; Automatic speech recognition; Chaos; Computer science; Hidden Markov models; Machine learning; Minimax techniques; Speech recognition; Support vector machine classification; Support vector machines; Testing;

English

ieee

Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on

1520-6149

0-7803-8874-7

conf

10.1109/ICASSP.2005.1415060

1415060