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Context-Dependent Multiple Distribution Phonetic Modeling with MLPs

Neural Information Processing SystemsApr-6-2023, 19:13:07 GMT

A number of hybrid multilayer perceptron (MLP)/hidden Markov model (HMM:) speech recognition systems have been developed in recent years (Morgan and Bourlard. The new training procedure smooths MLPs trained at different degrees of context dependence in order to obtain a robust estimate of the cootext-dependent probabilities. Tests with the DARPA Resomce Management database have shown substantial advantages of the context-dependent MLPs over earlier cootext(cid:173) independent MLPs.

context-dependent multiple distribution phonetic modeling, mlp, substantial advantage

Neural Information Processing Systems

Industry:

Government > Regional Government > North America Government > United States Government (0.31)
Government > Military (0.31)

Technology:

Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (1.00)
Information Technology > Artificial Intelligence > Speech > Speech Recognition (0.68)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Perceptrons (0.68)

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