A Fast Learning Method for Multilayer Perceptrons in Automatic Speech Recognition Systems
We propose a fast learning method for multilayer perceptrons (MLPs) on large vocabulary continuous speech recognition (LVCSR) tasks. A preadjusting strategy based on separation of training data and dynamic learning-rate with a cosine function is used to increase the accuracy of a stochastic initial...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2015-01-01
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| Series: | Journal of Robotics |
| Online Access: | http://dx.doi.org/10.1155/2015/797083 |
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