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Statistical Methods for Speech Recognition (Language, Speech, and Communication)
ISBN-13:
9780262100663
ISBN-10:
0262100665
Edition:
Fourth Printing
Author:
Frederick Jelinek
Publication date:
1998
Publisher:
Bradford Books
Format:
Hardcover
305 pages
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Book details
ISBN-13:
9780262100663
ISBN-10:
0262100665
Edition:
Fourth Printing
Author:
Frederick Jelinek
Publication date:
1998
Publisher:
Bradford Books
Format:
Hardcover
305 pages
Summary
Statistical Methods for Speech Recognition (Language, Speech, and Communication) (ISBN-13: 9780262100663 and ISBN-10: 0262100665), written by authors
Frederick Jelinek, was published by Bradford Books in 1998.
With an overall rating of 3.6 stars, it's a notable title among other
AI & Machine Learning
(Data Processing, Databases & Big Data, Voice Recognition, Software, Electrical & Electronics, Engineering, Linguistics, Words, Language & Grammar , Computer Science) books. You can easily purchase or rent Statistical Methods for Speech Recognition (Language, Speech, and Communication) (Hardcover) from BooksRun,
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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.
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