Statistical Methods for Speech Recognition

Statistical Methods for Speech Recognition

3.62 (13 ratings by Goodreads)
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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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Product details

  • Hardback | 305 pages
  • 157 x 229 x 32mm | 590g
  • MIT Press
  • Cambridge, United States
  • English
  • 0262100665
  • 9780262100663
  • 1,234,416

Review quote

-- Victor Zue, MIT Laboratory for Computer Science
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Rating details

13 ratings
3.62 out of 5 stars
5 15% (2)
4 46% (6)
3 31% (4)
2 0% (0)
1 8% (1)
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