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Large margin hidden Markov models for speech recognition

✍ Scribed by Hui Jiang; Xinwei Li; Chaojun Liu


Book ID
114598738
Publisher
Institute of Electrical and Electronics Engineers
Year
2006
Tongue
English
Weight
603 KB
Volume
14
Category
Article
ISSN
1558-7916

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✍ P.C. Woodland; D. Povey πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 197 KB

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