Tags
Language
Tags
March 2024
Su Mo Tu We Th Fr Sa
25 26 27 28 29 1 2
3 4 5 6 7 8 9
10 11 12 13 14 15 16
17 18 19 20 21 22 23
24 25 26 27 28 29 30
31 1 2 3 4 5 6

Statistical Methods for Speech Recognition (Language, Speech, and Communication) by Frederick Jelinek

Posted By: BUGSY
Statistical Methods for Speech Recognition (Language, Speech, and Communication) by Frederick Jelinek

Statistical Methods for Speech Recognition (Language, Speech, and Communication) by Frederick Jelinek
English | Jan. 16, 1998 | ISBN: 0262100665 | 305 Pages | DJVU | 2 MB

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.