Statistical Methods for Speech Recognition
Language: English
Published by MIT Press, 2022
- Softcover
- New
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- Title
- Statistical Methods for Speech Recognition
- Author
- Jelinek, Frederick
- Publisher
- MIT Press
- Publication year
- 2022
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 0262546604
- ISBN 13
- 9780262546607
This book reflects decades of important research on the mathematical foundations of speech recognition. It focuses on underlying statistical techniques such as hidden Markov models, decision trees, the expectation-maximization algorithm, information theoretic goodness criteria, maximum entropy probability estimation, parameter and data clustering, and smoothing of probability distributions. The author's goal is to present these principles clearly in the simplest setting, to show the advantages of self-organization from real data, and to enable the reader to apply the techniques.
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GreatBookPricesUK
Woodford Green, United Kingdom
AbeBooks seller since January 28, 2020
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