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Statistical Methods for Speech Recognition [Language, Speech, and Communication] - Picture 1 of 1
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Statistical Methods for Speech Recognition [Language, Speech, and Communication]

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Last updated on May 23, 2024 18:44:06 PDTView all revisionsView all revisions

Item specifics

Condition
Acceptable: A book with obvious wear. May have some damage to the cover but integrity still intact. ...
ISBN
9780262100663
Publication Name
Statistical Methods for Speech Recognition
Item Length
9.2in
Publisher
MIT Press
Series
Language, Speech, and Communication Ser.
Publication Year
1998
Type
Textbook
Format
Hardcover
Language
English
Item Height
0.9in
Author
Frederick Jelinek
Item Width
6.2in
Item Weight
20.2 Oz
Number of Pages
305 Pages

About this product

Product Information

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.

Product Identifiers

Publisher
MIT Press
ISBN-10
0262100665
ISBN-13
9780262100663
eBay Product ID (ePID)
216311

Product Key Features

Author
Frederick Jelinek
Publication Name
Statistical Methods for Speech Recognition
Format
Hardcover
Language
English
Series
Language, Speech, and Communication Ser.
Publication Year
1998
Type
Textbook
Number of Pages
305 Pages

Dimensions

Item Length
9.2in
Item Height
0.9in
Item Width
6.2in
Item Weight
20.2 Oz

Additional Product Features

Age Range
18
Lc Classification Number
Tk7895.S65j45 1998
Grade from
College Graduate Student
Reviews
"For the first time, researchers in this field will have a book that will serve as the bible' for many aspects of language and speech processing. Frankly, I can't imagine a person working in this field not wanting to have a personal copy." -Victor Zue, MIT Laboratory for Computer Science
Copyright Date
1998
Target Audience
Trade
Topic
Probability & Statistics / General, Intelligence (Ai) & Semantics, Computer Vision & Pattern Recognition, Linguistics / General, Speech & Audio Processing
Lccn
97-034860
Dewey Decimal
006.4/54
Dewey Edition
21
Illustrated
Yes
Genre
Computers, Mathematics, Language Arts & Disciplines

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