Neural Networks for Speech and Sequence Recognition

Yoshua Bengio

Technology

A technical book applying neural networks and hidden Markov models to problems of pattern, speech, and sequence recognition, illustrated with real-world examples. It covers the incorporation of domain knowledge alongside learning from data, and discusses advances such as recurrent neural networks and hybrid neural network/hidden Markov model systems. Written for researchers and graduate students, it provides a mathematical yet accessible treatment of the subject.