Statistical Methods for Speech Recognition

书名：Statistical Methods for Speech Recognition
作者：FrederickJelinek
译者：
ISBN：9780262100663
出版社：ABradfordBook
出版时间：1998-1-16
格式：epub/mobi/azw3/pdf
页数：305
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书籍简介：

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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