Bayesian speech and language processing [E-Book] / Shinji Watanabe, Jen-Tzung Chien.
Watanabe, Shinji, (author)
Chien, Jen-Tzung, (author)
Cambridge : Cambridge University Press, 2015
1 online resource (xxi, 424 pages)
Full Text
Table of Contents:
  • Machine generated contents note: Part I. General Discussion: 1. Introduction; 2. Bayesian approach; 3. Statistical models in speech and language processing; Part II. Approximate Inference: 4. Maximum a posteriori approximation; 5. Evidence approximation; 6. Asymptotic approximation; 7. Variational Bayes; 8. Markov chain Monte Carlo.