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

Jelinek, Frederick

 
9780262100663: Statistical Methods for Speech Recognition (Language, Speech, and Communication)
Tapa dura
ISBN 10: 0262100665 ISBN 13: 9780262100663
Editorial: Bradford Books, 1998

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.

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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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Bradford Books
Año de publicación
1998
Idioma
Inglés
ISBN 10 
0262100665
ISBN 13 
9780262100663
Encuadernación
Tapa dura
Número de páginas
305
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780262546607: Statistical Methods for Speech Recognition (Language, Speech, and Communication)

Edición Destacada

ISBN 10:  0262546604 ISBN 13:  9780262546607
Editorial: MIT Press, 2022
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