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

Jelinek, Frederick

ISBN 10: 0262100665 ISBN 13: 9780262100663

Editorial: Bradford Books, 1998

Idioma: Ingl�s

Condici�n: Usado - Bueno Encuadernaci�n de tapa dura

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Descripci�n

The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged.

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Detalles bibliogr�ficos

T�tulo

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

Editor

Bradford Books

Fecha de publicaci�n

1998

Idioma

Ingl�s

ISBN 10

0262100665

ISBN 13

9780262100663

Encuadernaci�n

Hardback

Edici�n

4� Edici�n

Estado

Very Good

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Sinopsis

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.

Acerca del autor

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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