Statistical Methods for Speech Recognition
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Statistical Methods for Speech Recognition  (English, Hardcover, Jelinek Frederick)

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Author
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Highlights
  • Language: English
  • Binding: Hardcover
  • Publisher: MIT Press Ltd
  • Genre: Language Arts & Disciplines
  • ISBN: 9780262100663, 0262100665
  • Pages: 305
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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Specifications
Book Details
Imprint
  • Bradford Books
Dimensions
Width
  • 32 mm
Height
  • 229 mm
Length
  • 157 mm
Weight
  • 590 gr
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