Automatic Speech Recognition: A Deep Learning Approach

by Dong Yu, Li Deng

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.

613 pages, Kindle Edition

First published November 11, 2014

Reviews

[Anastasia Tuple · Rating 5 out of 5]

Great and comprehensive textbook on Automatic Speech Recognition, detailing the field's history up to the state-of-the-art research (i.e. up to the year 2015, when the book ws written). Every chapter includes a long list of useful references, too.