Presentation 2003/9/22
Noise reduction of speech based on two-stage processing in the frequency-domain
Yuichiro MORITA, Takeshi FUKABAYASHI, Yosuke TATEKURA,
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Abstract(in English) In this paper, we propose a method to reduce background noise from noisy speech by doing the processing of the spectral subtraction firstly and the blind signal separation secondly in the frequency domain. Because we assume that the second signal spectrum play an important role in the blind signal separation, we examine about the generation of the signal spectrum that includes many elements of background noise in real-world, and show the effect of noise reduction. Moreover, we show the difference of the effect in noise reduction in the part of speech and noise by the difference of the sample numbers of DFT in the experiment used the real-speech.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) frequency-domain / noise reduction / spectral subtraction / blind signal separation / decorrelation / pitch extraction
Paper # DSP2003-89,SP2003-84
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Committee DSP
Conference Date 2003/9/22(1days)
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Registration To Digital Signal Processing (DSP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Noise reduction of speech based on two-stage processing in the frequency-domain
Sub Title (in English)
Keyword(1) frequency-domain
Keyword(2) noise reduction
Keyword(3) spectral subtraction
Keyword(4) blind signal separation
Keyword(5) decorrelation
Keyword(6) pitch extraction
1st Author's Name Yuichiro MORITA
1st Author's Affiliation Graduate School of Science and Engineering, Shizuoka University()
2nd Author's Name Takeshi FUKABAYASHI
2nd Author's Affiliation Faculty of Engineering, Shizuoka University
3rd Author's Name Yosuke TATEKURA
3rd Author's Affiliation Faculty of Engineering, Shizuoka University
Date 2003/9/22
Paper # DSP2003-89,SP2003-84
Volume (vol) vol.103
Number (no) 329
Page pp.pp.-
#Pages 6
Date of Issue