Automatic Speech Recognition: A Deep Learning Approach (Signals and Communication Technology)

Yu, Dong; Deng, Li

ISBN 10: 1447157788 / ISBN 13: 9781447157786

Verlag: Springer (edition 2015), 2014

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Inhaltsangabe:

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.

Von der hinteren Coverseite:

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.

Bibliografische Details

Titel: Automatic Speech Recognition: A Deep ...
Verlag: Springer (edition 2015)
Erscheinungsdatum: 2014
Einband: Hardcover
Zustand: Fair
Auflage: 2015.