Presentation 2010-05-26
An Evaluation of the performance estimation of reverberant speech recognition with reverberant criteria, RSR-D_n
Takahiro FUKUMORI, Masanori MORISE, Takanobu NISHIURA,
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Abstract(in English) As no common reverberation criteria for the recognition of reverberant-speech have been proposed, it has been difficult to estimate this. We thus proposed new reverberation criteria, RSR-D_n, (Reverberant Speech Recognition criteria with D_n) based on IS03382 acoustic parameters. We first designed the suitable reverberation criteria with the relation between IS03382 Annex A acoustic parameters and speech recognition performance. We then estimated the speech recognition performance based on our designed reverberation criteria, RSR-D_n. As a result of evaluation experiments, we could confirm that the recognition performance could be accurately and robustly estimated with proposed RSR-D_n.
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Keyword(in English) Reverberant speech recognition / Performance estimation / Acoustic parameters / Reverberation time
Paper # EA2010-3,SIP2010-3,SP2010-3
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Committee SIP
Conference Date 2010/5/19(1days)
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Registration To Signal Processing (SIP)
Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) An Evaluation of the performance estimation of reverberant speech recognition with reverberant criteria, RSR-D_n
Sub Title (in English)
Keyword(1) Reverberant speech recognition
Keyword(2) Performance estimation
Keyword(3) Acoustic parameters
Keyword(4) Reverberation time
1st Author's Name Takahiro FUKUMORI
1st Author's Affiliation Graduate School of Scinence and Engineering, Ritsumeikan University()
2nd Author's Name Masanori MORISE
2nd Author's Affiliation College of Information and Science, Ritsumeikan University
3rd Author's Name Takanobu NISHIURA
3rd Author's Affiliation College of Information and Science, Ritsumeikan University
Date 2010-05-26
Paper # EA2010-3,SIP2010-3,SP2010-3
Volume (vol) vol.110
Number (no) 55
Page pp.pp.-
#Pages 6
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