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Reduced-complexity estimation for large-scale hidden Markov models

โœ Scribed by Dey, S.; Mareels, I.


Book ID
119821741
Publisher
IEEE
Year
2004
Tongue
English
Weight
226 KB
Volume
52
Category
Article
ISSN
1053-587X

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This paper describes, and evaluates on a large scale, the lattice based framework for discriminative training of large vocabulary speech recognition systems based on Gaussian mixture hidden Markov models (HMMs). This paper concentrates on the maximum mutual information estimation (MMIE) criterion wh