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Neural Networks for Speech and Sequence Recognition


Price: $68.93
(as of Oct 01, 2024 03:45:59 UTC – Details)



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.

Publisher ‏ : ‎ Van Nostrand Reinhold (January 1, 1996)
Language ‏ : ‎ English
Hardcover ‏ : ‎ 167 pages
ISBN-10 ‏ : ‎ 1850321701
ISBN-13 ‏ : ‎ 978-1850321705
Item Weight ‏ : ‎ 14.9 ounces
Dimensions ‏ : ‎ 6.25 x 0.5 x 9.5 inches

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