Автор: Shinji Watanabe, Marc Delcroix, Florian Metze, John R. Hershey
Название: New Era for Robust Speech Recognition: Exploiting Deep Learning
Издательство: Springer
Год: 2017
ISBN: 9783319646794
Язык: English
Формат: epub, pdf
Размер: 13,5 mb
Страниц: 436

The text 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.