Statistical Methods for Speech Recognition

Statistical Methods for Speech Recognition
Author :
Publisher : MIT Press
Total Pages : 324
Release :
ISBN-10 : 0262100665
ISBN-13 : 9780262100663
Rating : 4/5 (663 Downloads)

Book Synopsis Statistical Methods for Speech Recognition by : Frederick Jelinek

Download or read book Statistical Methods for Speech Recognition written by Frederick Jelinek and published by MIT Press. This book was released on 1998-01-15 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Related Books

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

DOWNLOAD EBOOK

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

DOWNLOAD EBOOK

This book reflects decades of important research on the mathematical foundations of speech recognition. It focuses on underlying statistical techniques such as
Corpus-Based Methods in Language and Speech Processing
Language: en
Pages: 252
Authors: Steve Young
Categories: Computers
Type: BOOK - Published: 1997-02-28 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Corpus-based methods will be found at the heart of many language and speech processing systems. This book provides an in-depth introduction to these technologie
Statistical Pronunciation Modeling for Non-Native Speech Processing
Language: en
Pages: 118
Authors: Rainer E. Gruhn
Categories: Technology & Engineering
Type: BOOK - Published: 2011-05-08 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

In this work, the authors present a fully statistical approach to model non--native speakers' pronunciation. Second-language speakers pronounce words in multipl
Fundamentals of Speech Recognition
Language: en
Pages: 507
Authors: Lawrence R. Rabiner
Categories: Automatic speech recognition
Type: BOOK - Published: 1993 - Publisher:

DOWNLOAD EBOOK