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Short note on two output-dependent hidden Markov models

โœ Scribed by Jing-Hao Xue; D. Michael Titterington


Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
183 KB
Volume
29
Category
Article
ISSN
0167-8655

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This paper proposes a discriminative HMM to directly model output context dependence. The discriminative HMM assumes mutual information independence in its output model that a ''hidden'' state is only dependent on the outputs and independent on other ''hidden'' states. As a result, it overcomes the