Statistical Methods for Speech Recognition

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Statistical Methods for Speech...

Statistical Methods for Speech Recognition

Name: Statistical Methods for Speech Recognition
ISBN: 9780262100663

Frederick Jelinek

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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.

Kategoriler:

Computers - Computer Science

Yıl:

1998

Yayımcı:

A Bradford Book

Dil:

english

Sayfalar:

305

ISBN 10:

0262100665