Automatically Derived Units in the Speech Processing

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99_01_07.pdf(295.22 KB)
Date
1999-04
Authors
Cernocky, J.
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Referee
Mark
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Společnost pro radioelektronické inženýrství
Abstract
Current systems for recognition, synthesis, very low bit-rate (VLBR) coding and text-independent speaker verification rely on sub-word units determined using phonetic knowledge. This paper presents an alternative to this approach - determination of speech units using AUSP (Automatic Language Independent Speech Processing) tools. Experimental results for speaker-dependent VLBR coding are reported on two databases: average rate of 120 bps for unit encoding was achieved. In verification, this approach was tested during 1998's NIST-NSA evaluation campaign with a MLP-based scoring system.
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Keywords
speech processing, speaker verification, speech coding, temporal decomposition, multigrams, hidden Markov models
Citation
Radioengineering. 1999, vol. 8, č. 1, s. 28-30. ISSN 1210-2512
http://www.radioeng.cz/fulltexts/1999/99_01_07.pdf
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Peer-reviewed
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Published version
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en
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Creative Commons Attribution 3.0 Unported License
http://creativecommons.org/licenses/by/3.0/
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http://hdl.handle.net/11012/58258
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1999/1
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