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Discriminative Preprocessing of Speech
Dalei Wu
[PDF.tb96] Discriminative Preprocessing of Speech
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| #2553355 in Books | 2008-04-04 | Original language:English | PDF # 1 | 9.61 x.39 x6.69l,.67 | File type: PDF | 184 pages||About the Author|Research associate: Studies of speaker and speech recognition with the Phonetics group at Saarland University. Research associate in Department of Computer Science and Engineering, York University, Toronto, Ont., Canada.
In this book, a general framework for feature enhancement is proposed which uses a multilayer perceptron (MLP) to achieve optimal speaker discrimination. First, to train this MLP a subset of speakers (speaker basis) is used to represent the underlying characteristics of the given acoustic feature space. Second, the size of the speaker basis is found to be among the crucial factors affecting the performance of a speaker recognition system. Third, it is found that the...
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