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Automatic Speech Recognition

A Deep Learning Approach

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Automatic Speech Recognition Dong Yu
Libristo kod: 02200230
Nakladnici Springer London Ltd, studeni 2014
This book summarizes the recent advancement in the field of automatic speech recognition with a focu... Cijeli opis
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154.39 €
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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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Informacije o knjizi

Puni naziv Automatic Speech Recognition
Autor Dong Yu, Li Deng
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2014
Broj stranica 321
EAN 9781447157786
ISBN 1447157788
Libristo kod 02200230
Nakladnici Springer London Ltd
Težina 684
Dimenzije 241 x 228 x 25

Kategorija

Technology, Engineering, Agriculture > Other technologies & applied sciences > Applied optics > Imaging systems & technology
Computing & Information Technology > Computer science > Artificial intelligence > Speech recognition
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering
Technology, Engineering, Agriculture > Other technologies & applied sciences > Acoustic & sound engineering
Computing & Information Technology > Applied computing > Computer applications in the social & behavioural sciences
Computing & Information Technology > Computer science > Signal processing
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