<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "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" . . . . . . . . . . . . . . . . . . . "Bhuvana"^^ . "Ramabhadran"^^ . "Bhuvana Ramabhadran"^^ . . "Daniel"^^ . "Povey"^^ . "Daniel Povey"^^ . . "Tara"^^ . "Sainath"^^ . "Tara Sainath"^^ . . "Irina"^^ . "Rish"^^ . "Irina Rish"^^ . . "Dimitri"^^ . "Kanevsky"^^ . "Dimitri Kanevsky"^^ . . . . . . "A New Family of Extended Baum-Welch Update Rules (PDF)"^^ . . . . . . . . . . . "ebw.pdf"^^ . . . "A New Family of Extended Baum-Welch Update Rules (Image (PNG))"^^ . . . . . . "preview.png"^^ . . . "A New Family of Extended Baum-Welch Update Rules (Indexer Terms)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #6037 \n\nA New Family of Extended Baum-Welch Update Rules \n\n" . "text/html" . . . "Speech" . .