A Two-Channel Training Algorithm for Hidden Markov Model and Its Application to Lip Reading

<p/> <p>Hidden Markov model (HMM) has been a popular mathematical approach for sequence classification such as speech recognition since 1980s. In this paper, a novel two-channel training strategy is proposed for discriminative training of HMM. For the proposed training strategy, a novel...

Full description

Bibliographic Details
Main Authors: Foo Say Wei, Dong Liang, Lian Yong
Format: Article
Language:English
Published: SpringerOpen 2005-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:http://dx.doi.org/10.1155/ASP.2005.1382