New Era for Robust Speech Recognition: Exploiting Deep Learning By Shinji Watanabe
English | PDF,EPUB | 2017 | 433 Pages | ISBN : 3319646796 | 13.14 MB
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.