Książka Automatic Speech Recognition Dong Yu

Automatic Speech Recognition

A Deep Learning Approach

Autor: Dong Yu, Li Deng
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
633.67
This book summarizes the recent advancement in the field of automatic speech recognition with a focu...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2014
strony
321
EAN
9781447157786
ISBN
1447157788
Enbook ID
02200230
Waga
684
Wymiary
241 x 228 x 25

Pełny opis

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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