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A discriminative training algorithm for hidden Markov models

✍ Scribed by Ben-Yishai, A.; Burshtein, D.


Book ID
117935849
Publisher
IEEE
Year
2004
Tongue
English
Weight
426 KB
Volume
12
Category
Article
ISSN
1063-6676

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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