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A linear predictive HMM for vector-valued observations with applications to speech recognition

✍ Scribed by Kenny, P.; Lennig, M.; Mermelstein, P.


Book ID
114559204
Publisher
IEEE
Year
1990
Weight
601 KB
Volume
38
Category
Article
ISSN
0096-3518

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A speech recogmzer ts developed usmg a layered feedforward neural network to implement speech-frame predwtlon. A Markov cham ts used to control changes in the network's wetght parameters. We postulate that speech recogmtion accuracy ts closely hnked to the capabthty of the predictive model m represe