Statistical Methods for Speech Recognition (Language, Speech, and Communication) - Softcover

Jelinek, Frederick

 
9780262546607: Statistical Methods for Speech Recognition (Language, Speech, and Communication)
Softcover
ISBN 10: 0262546604 ISBN 13: 9780262546607
Publisher: MIT Press, 2022

Synopsis

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.

Bradford Books imprint

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About the Author

Frederick Jelinek is Julian Sinclair Smith Professor in the Department of Electrical and Computer Engineering at Johns Hopkins University, where he is also Director for the Center for Language and Speech Processing.

"About this title" may belong to another edition of this title.

Publisher
MIT Press
Publication date
2022
Language
English
ISBN 10 
0262546604
ISBN 13 
9780262546607
Binding
Paperback
Number of pages
306

Other Popular Editions of the Same Title

9780262100663: Statistical Methods for Speech Recognition

Featured Edition

ISBN 10:  0262100665 ISBN 13:  9780262100663
Publisher: MIT Press, 1998
Hardcover