- Title: Automatic Speech Recognition: A Deep Learning Approach (Signals and Communication Technology)
- Autor: Dong Yu
- Publisher (Publication Date): Springer; 2015 edition (November 11, 2014)
- Language: English
- ISBN-10: | 1447157788
- ISBN-13: | 978-1447157786
- File Format: EPUB, 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.
Excellent introduction by two of the field’s pioneers. Highly recommended for those interested in learning the technical details (with lots of equations).