Presentation 2005-07-14
Human's recognition rate for noise-reduced speech and its objective estimation using PESQ
Masakazu KUMAKURA, Takeshi YAMADA, Nobuhiko KITAWAKI,
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Abstract(in English) Recently, hands-free speech communication is becoming increasingly necessary for teleconferences, in-car phones, and PC-based IP telephony. Since speech signals acquired by a distant microphone are generally corrupted by ambient noise, noise reduction is indispensable for ensuring speech quality. It is therefore important to investigate the effect of noise reduction on speech quality. We have shown that the PESQ is available to estimate the subjective MOS for noise-reduced speech signals. In this paper, we investigate the applicability of the PESQ to the estimation of the articulation, where the recognition rate is used as its measure. Experimental results confirmed that the human's recognition rate can be accurately estimated by the PESQ.
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Keyword(in English) Noise reduction / human's recognition rate / PESQ / objective estimation
Paper # CQ2005-25
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Committee CQ
Conference Date 2005/7/7(1days)
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Registration To Communication Quality (CQ)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Human's recognition rate for noise-reduced speech and its objective estimation using PESQ
Sub Title (in English)
Keyword(1) Noise reduction
Keyword(2) human's recognition rate
Keyword(3) PESQ
Keyword(4) objective estimation
1st Author's Name Masakazu KUMAKURA
1st Author's Affiliation Master's Program in Science and Engineering, University of Tsukuba()
2nd Author's Name Takeshi YAMADA
2nd Author's Affiliation Graduate School of Systems and Infomation Engineering, University of Tsukuba
3rd Author's Name Nobuhiko KITAWAKI
3rd Author's Affiliation Graduate School of Systems and Infomation Engineering, University of Tsukuba
Date 2005-07-14
Paper # CQ2005-25
Volume (vol) vol.105
Number (no) 179
Page pp.pp.-
#Pages 5
Date of Issue