Automatic Speech Recognition A Deep Learning Approach

This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approa...

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Main Authors: Yu, Dong, Deng, Li (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: London Springer London 2015, 2015
Edition:1st ed. 2015
Series:Signals and Communication Technology
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Summary:This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models
Physical Description:XXVI, 321 p. 62 illus online resource
ISBN:9781447157793