Bayesian Speech and Language Processing (English, Shinji Watanabe | Jen-Tzung Chien)
by Shinji Watanabe | Jen-Tzung Chien
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Book Details
Publisher
Cambridge University Press
Language
English
ISBN-13
9781107055575
ISBN-10
1107055571
Author
Shinji Watanabe | Jen-Tzung Chien
About the Book
With this comprehensive guide you will learn how to apply Bayesian machine learning techniques systematically to solve various problems in speech and language processing. A range of statistical models is detailed, from hidden Markov models to Gaussian mixture models, n-gram models and latent topic models, along with applications including automatic speech recognition, speaker verification, and information retrieval. Approximate Bayesian inference…
ISBN: 9781107055575
ISBN-13: 9781107055575
ISBN-10: 1107055571
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Product ID: isbn-9781107055575
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