Ebook: Automatic Speech Recognition: A Deep Learning Approach
Author: Dong Yu Li Deng (auth.)
- Tags: Signal Image and Speech Processing, Engineering Acoustics, Computer Appl. in Social and Behavioral Sciences
- Series: Signals and Communication Technology
- Year: 2015
- Publisher: Springer-Verlag London
- Edition: 1
- Language: English
- pdf
This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models.
This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models.