Statistical Methods for Speech Recognition

Name: Statistical Methods for Speech Recognition
Brand: Boganto
SKU: 0262546604
Price: NA INR
Availability: OutOfStock
ISBN: 9780262546607

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01 Nov, 2022

This book reflects decades of important research on the mathematical foundations of speech recognition. It focuses on underlying statistical techniques su ...

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ISBN-10:

0262546604

ISBN-13:

9780262546607

Dimensions

9.00 X 6.00 X 0.64 inches

Language

English

Description

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

Product Details

ISBN-10

:0262546604

ISBN-13

:9780262546607

Publication date

: 01 Nov, 2022

About the Author

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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Statistical Methods for Speech Recognition

Description

Product Details

About the Author