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portada New Era For Robust Speech Recognition: Exploiting Deep Learning
Type
Physical Book
Illustrated by
Publisher
Author
Year
2017
Language
English
Pages
436
Format
Hardcover
Dimensions
23.4 x 15.6 x 2.5 cm
Weight
0.81 kg.
ISBN13
9783319646794
Categories

New Era For Robust Speech Recognition: Exploiting Deep Learning

Shinji Watanabe (Illustrated by) · Marc Delcroix (Illustrated by) · Florian Metze (Illustrated by) · Springer · Hardcover

New Era For Robust Speech Recognition: Exploiting Deep Learning - Watanabe, Shinji ; Delcroix, Marc ; Metze, Florian

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Synopsis "New Era For Robust Speech Recognition: Exploiting Deep Learning"

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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