Ebook: Neural Networks and Speech Processing
- Tags: Signal Image and Speech Processing, Artificial Intelligence (incl. Robotics), Electrical Engineering
- Series: The Springer International Series in Engineering and Computer Science 130
- Year: 1991
- Publisher: Springer US
- Edition: 1
- Language: English
- pdf
We would like to take this opportunity to thank all of those individ uals who helped us assemble this text, including the people of Lockheed Sanders and Nestor, Inc., whose encouragement and support were greatly appreciated. In addition, we would like to thank the members of the Lab oratory for Engineering Man-Machine Systems (LEMS) and the Center for Neural Science at Brown University for their frequent and helpful discussions on a number of topics discussed in this text. Although we both attended Brown from 1983 to 1985, and had offices in the same building, it is surprising that we did not meet until 1988. We also wish to thank Kluwer Academic Publishers for their profes sionalism and patience, and the reviewers for their constructive criticism. Thanks to John McCarthy for performing the final proof, and to John Adcock, Chip Bachmann, Deborah Farrow, Nathan Intrator, Michael Perrone, Ed Real, Lance Riek and Paul Zemany for their comments and assistance. We would also like to thank Khrisna Nathan, our most unbi ased and critical reviewer, for his suggestions for improving the content and accuracy of this text. A special thanks goes to Steve Hoffman, who was instrumental in helping us perform the experiments described in Chapter 9.
Content:
Front Matter....Pages i-xvii
Introduction....Pages 1-7
The Mammalian Auditory System....Pages 9-40
An Artificial Neural Network Primer....Pages 41-89
A Speech Technology Primer....Pages 91-130
Methods in Neural Network Applications....Pages 131-162
Signal Processing and Feature Extraction....Pages 163-201
Time Alignment and Pattern Matching....Pages 203-244
Natural Language Processing....Pages 245-288
ANN Keyword Recognition....Pages 289-327
Neural Networks and Speech Processing....Pages 329-348
Back Matter....Pages 349-391
Content:
Front Matter....Pages i-xvii
Introduction....Pages 1-7
The Mammalian Auditory System....Pages 9-40
An Artificial Neural Network Primer....Pages 41-89
A Speech Technology Primer....Pages 91-130
Methods in Neural Network Applications....Pages 131-162
Signal Processing and Feature Extraction....Pages 163-201
Time Alignment and Pattern Matching....Pages 203-244
Natural Language Processing....Pages 245-288
ANN Keyword Recognition....Pages 289-327
Neural Networks and Speech Processing....Pages 329-348
Back Matter....Pages 349-391
....