Statistical Methods for Speech Recognition

Statistical Methods for Speech Recognition
Author: Frederick Jelinek
Publisher: MIT Press
Total Pages: 324
Release: 1998-01-15
Genre: Language Arts & Disciplines
ISBN: 9780262100663


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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 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.


Statistical Methods for Speech Recognition
Language: en
Pages: 324
Authors: Frederick Jelinek
Categories: Language Arts & Disciplines
Type: BOOK - Published: 1998-01-15 - Publisher: MIT Press

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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
Statistical Methods for Speech Recognition
Language: en
Pages: 307
Authors: Frederick Jelinek
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2022-11-01 - Publisher: MIT Press

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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
Continuous speech recognition by statistical methods
Language: en
Pages: 26
Authors: Frederick Jelinek
Categories:
Type: BOOK - Published: 1976 - Publisher:

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A Hybrid System with Symbolic AI and Statistical Methods for Speech Recognition
Language: en
Pages: 208
Authors: Jesus Savage-Carmona
Categories: Artificial intelligence
Type: BOOK - Published: 1995 - Publisher:

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Statistical Methods for Spoken Dialogue Management
Language: en
Pages: 143
Authors: Blaise Thomson
Categories: Technology & Engineering
Type: BOOK - Published: 2013-01-08 - Publisher: Springer Science & Business Media

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Speech is the most natural mode of communication and yet attempts to build systems which support robust habitable conversations between a human and a machine ha