Kniha Automatic Speech Recognition Dong Yu

Automatic Speech Recognition

A Deep Learning Approach

Autor: Dong Yu, Li Deng
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer London Ltd
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
3 426
This book summarizes the recent advancement in the field of automatic speech recognition with a focu...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2014
Stránek
321
EAN
9781447157786
ISBN
1447157788
Enbook ID
02200230
Hmotnost
684
Rozměry
241 x 228 x 25

Kompletní popis

This book summarizes the recent advancement in the field of automatic speech recognition with a focus on discriminative and hierarchical models. This will be the first automatic speech recognition book to include a comprehensive coverage of recent developments such as conditional random field and deep learning techniques. It presents insights and theoretical foundation of a series of recent models such as conditional random field, semi-Markov and hidden conditional random field, deep neural network, deep belief network, and deep stacking models for sequential learning. It also discusses practical considerations of using these models in both acoustic and language modeling for continuous speech recognition.

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