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Statistical Methods for Speech Recognition - Frederick Jelinek

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2022-11-01
76,94 € 109,91 €

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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 goa ... Pilns apraksts

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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.Bradford Books imprint

Vairāk informācijas

Autors Frederick Jelinek
Izdevējs MIT Press
Izlaides gads 2022
Vāka tips Mīkstais vāks
EAN 9780262546607
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76,94 € 109,91 €