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New Era for Robust Speech Recognition: Exploiting Deep Learning

New Era for Robust Speech Recognition: Exploiting Deep Learning

Hardcover

LinguisticsTechnology & EngineeringGeneral Computers

ISBN10: 3319646796
ISBN13: 9783319646794
Publisher: Springer Nature
Published: Nov 10 2017
Pages: 436
Weight: 1.79
Height: 1.00 Width: 6.14 Depth: 9.21
Language: English

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.

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