Description: Statistical Methods for Speech Recognition, Paperback by Jelinek, Frederick, ISBN 0262546604, ISBN-13 9780262546607, Brand New, Free shipping in the US 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
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Book Title: Statistical Methods for Speech Recognition
Number of Pages: 306 Pages
Language: English
Publication Name: Statistical Methods for Speech Recognition
Publisher: MIT Press
Subject: Engineering (General), Probability & Statistics / General, Linguistics / General, Computer Vision & Pattern Recognition
Publication Year: 2022
Item Weight: 13 Oz
Type: Textbook
Subject Area: Mathematics, Computers, Technology & Engineering, Language Arts & Disciplines
Item Length: 9 in
Author: Frederick Jelinek
Series: Language, Speech, and Communication Ser.
Item Width: 6 in
Format: Trade Paperback
