DocumentCode :
2685106
Title :
Blind Source Separation Based on a Beamformer Array and Time Frequency Binary Masking
Author :
Cermak, Jan ; Araki, Shoko ; Sawada, Hiroshi ; Makino, Shoji
Author_Institution :
NTT Commun. Sci. Lab., NTT Corp., Kyoto
Volume :
1
fYear :
2007
fDate :
15-20 April 2007
Abstract :
This paper deals with a new technique for blind source separation (BSS) from convolutive mixtures. We present a three-stage separation system employing time-frequency binary masking, beamforming and a non-linear post processing technique. The experiments show that this system outperforms conventional time-frequency binary masking (TFBM) in both (over-)determined and underdetermined cases. Moreover it removes the musical noise and reduces interference in time-frequency slots extracted by TFBM.
Keywords :
array signal processing; blind source separation; speech intelligibility; speech processing; time-frequency analysis; beamformer array; blind source separation; convolutive mixtures; interference reduction; musical noise; nonlinear post processing technique; three-stage separation system; time frequency binary masking; time-frequency slot extraction; Array signal processing; Blind source separation; Interference; Laboratories; Noise reduction; Signal processing; Source separation; Speech enhancement; Speech processing; Time frequency analysis; Array signal processing; speech enhancement; speech processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
ISSN :
1520-6149
Print_ISBN :
1-4244-0727-3
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2007.366637
Filename :
4217037
Link To Document :
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