Statistical Methods for Speech Recognition

Author:   Frederick Jelinek (Ctr Lang/Speech Proc)
Publisher:   MIT Press Ltd
ISBN:  

9780262546607


Pages:   306
Publication Date:   01 November 2022
Recommended Age:   From 18 years
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Statistical Methods for Speech Recognition


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Overview

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. Bradford Books imprint

Full Product Details

Author:   Frederick Jelinek (Ctr Lang/Speech Proc)
Publisher:   MIT Press Ltd
Imprint:   MIT Press
Weight:   0.369kg
ISBN:  

9780262546607


ISBN 10:   0262546604
Pages:   306
Publication Date:   01 November 2022
Recommended Age:   From 18 years
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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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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