Statistical Methods for Speech Recognition
Jelinek, Frederick
ISBN 10: 0262100665 ISBN 13: 9780262100663
Published by Bradford Book, 1998
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About this Item
Description:
Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 1.28. Seller Inventory # G0262100665I3N00
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.
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.
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Bibliographic Details
Title: Statistical Methods for Speech Recognition
Publisher: Bradford Book
Publication Date: 1998
Binding: Hardcover
Condition: Good
Dust Jacket Condition: No Jacket
Edition: 4th Edition
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Statistical Methods for Speech Recognition
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Statistical Methods for Speech Recognition (Language, Speech, and Communication)
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Statistical Methods for Speech Recognition (Language, Speech, and Communication)
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