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"A New Family of Extended Baum-Welch Update Rules "^^ .
"In this paper, we consider a generalization of the state-of-art\r\ndiscriminative method for optimizing the conditional likelihood in\r\nHidden Markov Models (HMMs), called the Extended Baum-Welch (EBW)\r\nalgorithm, that has had significant impact on the speech recognition\r\ncommunity. We propose a generalized form of EBW update rules that\r\ncan be associated with a weighted sum of updated and initial models,\r\nand demonstrate that using novel update rules can significantly\r\nspeed up parameter estimation for Gaussian mixtures."^^ .
"2008-04-27" .
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"Bhuvana"^^ .
"Ramabhadran"^^ .
"Bhuvana Ramabhadran"^^ .
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"Daniel"^^ .
"Povey"^^ .
"Daniel Povey"^^ .
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"Tara"^^ .
"Sainath"^^ .
"Tara Sainath"^^ .
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"Irina"^^ .
"Rish"^^ .
"Irina Rish"^^ .
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"Dimitri"^^ .
"Kanevsky"^^ .
"Dimitri Kanevsky"^^ .
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"A New Family of Extended Baum-Welch Update Rules (PDF)"^^ .
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"ebw.pdf"^^ .
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"A New Family of Extended Baum-Welch Update Rules (Image (PNG))"^^ .
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"preview.png"^^ .
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"A New Family of Extended Baum-Welch Update Rules (Indexer Terms)"^^ .
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"indexcodes.txt"^^ .
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"HTML Summary of #6037 \n\nA New Family of Extended Baum-Welch Update Rules \n\n" .
"text/html" .
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"Speech" .
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