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New Era for Robust Speech Recognition: Exploiting Deep Learning

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New Era for Robust Speech Recognition: Exploiting Deep Learning - Watanabe, Shinji (Editor), and Delcroix, Marc (Editor), and Metze, Florian (Editor)
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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 ...

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New Era for Robust Speech Recognition: Exploiting Deep Learning 2018, Springer, Cham

ISBN-13: 9783319878492

Trade paperback

New Era for Robust Speech Recognition: Exploiting Deep Learning 2017, Springer, Cham

ISBN-13: 9783319646794

2017 edition

Hardcover