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

Jelinek, Frederick

ISBN 10: 0262100665 / ISBN 13: 9780262100663

Edité par Bradford Books, 1998

Item in very good condition! Textbooks may not include supplemental items i.e. CDs, access codes etc. N° de réf. du vendeur 00082479075

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.

À propos de l?auteur: 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.

Détails bibliographiques

Titre : Statistical Methods for Speech Recognition (...
Éditeur : Bradford Books
Date d'édition : 1998
Reliure : Couverture rigide
Etat : Very Good
Edition : 4ème Édition