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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Bibliographic Details
Main Authors: Yu, Dong (Author), Deng, Li (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: London : Springer London : Imprint: Springer, 2015.
Series:Signals and Communication Technology,
Subjects:
Online Access:Full Text via HEAL-Link
Description
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
ISSN:1860-4862