Statistical methods for speech recognition /
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| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
Cambridge, Mass. :
MIT Press,
[1997]
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| Series: | Language, speech, and communication.
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| Subjects: |
Table of Contents:
- Ch. 1. The Speech Recognition Problem
- Ch. 2. Hidden Markov Models
- Ch. 3. The Acoustic Model
- Ch. 4. Basic Language Modeling
- Ch. 5. The Viterbi Search
- Ch. 6. Hypothesis Search on a Three and the Fast Match
- Ch. 7. Elements of Information Theory
- Ch. 8. The Complexity of Tasks
- The Quality of Language Models
- Ch. 9. The Expectation-Maximization Algorithm and its Consequences
- Ch. 10. Decision Trees and Tree Language Models
- Ch. 11. Phonetics from Orthography: Spelling-to-Base Form Mappings
- Ch. 12. Triphones and Allophones
- Ch. 13. Maximum Entropy Probability Estimation and Language Models
- Ch. 14. Three Applications of Maximum Entropy Estimation to Language Modeling.