Kniha Automatic Speech Recognition Dong Yu

Automatic Speech Recognition

A Deep Learning Approach

Autor: Dong Yu, Li Deng
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer London Ltd
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
149.57
This book summarizes the recent advancement in the field of automatic speech recognition with a focu...

Informácie o knihe

Autor
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2014
Stránok
321
EAN
9781447157786
ISBN
1447157788
Enbook ID
02200230
Vydavateľ
Hmotnosť
684
Rozmery
241 x 228 x 25

Kompletný 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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