LINGUIST List 9.289

Thu Feb 26 1998

Books: Speech Recognition

Editor for this issue: Anita Huang <anitalinguistlist.org>


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Directory

  1. Jud Wolfskill, New Book on Speech Recognition

Message 1: New Book on Speech Recognition

Date: Fri, 6 Feb 98 15:18:38 EST
From: Jud Wolfskill <wolfskilMIT.EDU>
Subject: New Book on Speech Recognition

The following is a book which readers of this list might find of interest.
For more information please visit
http://mitpress.mit.edu/promotions/books/JELSHF97

Statistical Methods for Speech Recognition
Frederick Jelinek

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.

Language, Speech, and Communication series.
A Bradford Book
January 1998
$35.00 cloth
300 pp.
ISBN 0-262-10066-5
MIT Press
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