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Noise-Robust Automatic Speech Recognition Using a Predictive Echo State Network

โœ Scribed by Skowronski, M.D.; Harris, J.G.


Book ID
114598858
Publisher
Institute of Electrical and Electronics Engineers
Year
2007
Tongue
English
Weight
213 KB
Volume
15
Category
Article
ISSN
1558-7916

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โœ Mark D. Skowronski; John G. Harris ๐Ÿ“‚ Article ๐Ÿ“… 2007 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 842 KB

We have combined an echo state network (ESN) with a competitive state machine framework to create a classification engine called the predictive ESN classifier. We derive the expressions for training the predictive ESN classifier and show that the model was significantly more noise robust compared to