Neural Networks for Speech and Sequence Recognition
Yoshua Bengio · 1996
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About the book
Sequence recognition is a crucial element in many applications in the fields of speech analysis and recognition, time-series prediction, control and signal monitoring. This book applies the techniques of neural networks and hidden Markov models to problems of pattern and speech recognition, using real-world examples throughout. Highlights include the incorporation of domain knowledge with learning from examples, the description of contemporary advances such as recurrent neural networks, hybrids with hidden Markov models, and a thorough but straightforward use of mathematics. Neural Networks for Speech and Sequence Recognition will prove valuable to researchers and graduate students alike.
Book details
- Year
- 1996
- Language
- English
- Publisher
- Itp New Media
- Editions
- 1
- Pages
- 167
- ISBN
- 9781850321705
Data source: Wikidata
