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A new look at discriminative training for hidden Markov models

โœ Scribed by Xiaodong He; Li Deng


Book ID
108235847
Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
243 KB
Volume
28
Category
Article
ISSN
0167-8655

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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