New Era for Robust Speech Recognition: Exploiting Deep Learning - Softcover

 
9783319878492: New Era for Robust Speech Recognition: Exploiting Deep Learning
Softcover
ISBN 10: 3319878492 ISBN 13: 9783319878492
Verlag: Springer, 2018

Inhaltsangabe

This book covers the state-of-the-art in deep neural-network-based methods for noise robustness in distant speech recognition applications. It provides insights and detailed descriptions of some of the new concepts and key technologies in the field, including novel architectures for speech enhancement, microphone arrays, robust features, acoustic model adaptation, training data augmentation, and training criteria. The contributed chapters also include descriptions of real-world applications, benchmark tools and datasets widely used in the field.

This book is intended for researchers and practitioners working in the field of speech processing and recognition who are interested in the latest deep learning techniques for noise robustness. It will also be of interest to graduate students in electrical engineering or computer science, who will find it a useful guide to this field of research.


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Von der hinteren Coverseite

This book covers the state-of-the-art in deep neural-network-based methods for noise robustness in distant speech recognition applications. It provides insights and detailed descriptions of some of the new concepts and key technologies in the field, including novel architectures for speech enhancement, microphone arrays, robust features, acoustic model adaptation, training data augmentation, and training criteria. The contributed chapters also include descriptions of real-world applications, benchmark tools and datasets widely used in the field.

This book is intended for researchers and practitioners working in the field of speech processing and recognition who are interested in the latest deep learning techniques for noise robustness. It will also be of interest to graduate students in electrical engineering or computer science, who will find it a useful guide to this field of research.


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Verlag
Springer
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
3319878492
ISBN 13 
9783319878492
Einband
Taschenbuch
Anzahl der Seiten
456
Herausgeber
Watanabe Shinji, Delcroix Marc, Metze Florian, Hershey John R.
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Deutschland

Weitere beliebte Ausgaben desselben Titels

9783319646794: New Era for Robust Speech Recognition: Exploiting Deep Learning

Vorgestellte Ausgabe

ISBN 10:  3319646796 ISBN 13:  9783319646794
Verlag: Springer, 2017
Hardcover