Statistical Methods for Speech Recognition Hardback
by Frederick (Ctr Lang/Speech Proc) Jelinek
Part of the Statistical Methods for Speech Recognition series
Hardback
- Information
Description
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.
Information
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Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:305 pages
- Publisher:MIT Press Ltd
- Publication Date:15/01/1998
- Category:
- ISBN:9780262100663
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:305 pages
- Publisher:MIT Press Ltd
- Publication Date:15/01/1998
- Category:
- ISBN:9780262100663