431194

Statistical Performance Analysis of MCE/GPD Learning in Gaussian Classifiers and Hidden Markov Models

Afify, Mohamed ; Xin-Wei Lai ; Jiang, Hui

BBN Technol., Cambridge, MA, USA

1

2005

March 18-23, 2005

105

108

Gaussian processes; convergence; hidden Markov models; learning (artificial intelligence); signal classification; speech recognition; Gaussian classification; Gaussian classifiers; MCE/GPD learning; algorithm convergence; classifier variance; discriminative learning algorithm; generalized probabilistic descent algorithm; hidden Markov models; inter-class distance; minimum classification error; speech recognition; Algorithm design and analysis; Application software; Computer errors; Computer science; Hidden Markov models; Performance analysis; Power engineering and energy; Probability density function; Speech recognition; Viterbi algorithm;

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.2005.1415061

1415061