Presentation 2002/4/18
Semi-blind source separation using generalized eigenvalue decomposition
Futoshi ASANO,
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Abstract(in English) A method of speech enhancement using a microphone array and the generalized eigenvalue decomposition is proposed in this paper. This method is a blind approach which does not require array calibration. The advantage of this method over the conventional blind separation based on the ICA is its fast adaptation. However, unlike the source separation using ICA, the proposed method requires detection of a pause of the target signal.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Blind separation / Generalized eigenvalue decomposition / Microphone-array
Paper # SP2002-6
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Conference Information
Committee SP
Conference Date 2002/4/18(1days)
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Paper Information
Registration To Speech (SP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Semi-blind source separation using generalized eigenvalue decomposition
Sub Title (in English)
Keyword(1) Blind separation
Keyword(2) Generalized eigenvalue decomposition
Keyword(3) Microphone-array
1st Author's Name Futoshi ASANO
1st Author's Affiliation AIST()
Date 2002/4/18
Paper # SP2002-6
Volume (vol) vol.102
Number (no) 34
Page pp.pp.-
#Pages 6
Date of Issue