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Statistical Methods for Speech Recognition - Frederick Jelinek

English
2022-11-01
€87.93 €109.91

-20% with code BOOKS

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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 goa ... Full description

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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

More Information

Author Frederick Jelinek
Publisher MIT Press
Release year 2022
Cover type Softcover
EAN 9780262546607
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€87.93 €109.91