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Adaptation of hidden Markov models using maximum model distance algorithm

โœ Scribed by He, Q.H.; Kwong, S.; Hong, Q.Y.


Book ID
117937167
Publisher
IEEE
Year
2004
Tongue
English
Weight
308 KB
Volume
34
Category
Article
ISSN
1083-4427

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A method of speaker adaptation for continuous density hidden Markov models (HMMs) is presented. An initial speaker-independent system is adapted to improve the modelling of a new speaker by updating the HMM parameters. Statistics are gathered from the available adaptation data and used to calculate