DocumentCode :
649390
Title :
Mixed-signal VLSI microsystem for acoustic source separation
Author :
Shuo Li ; Yingkan Lin ; Stanacevic, Milutin
Author_Institution :
Dept. of Electr. & Comput. Eng., Stony Brook Univ., Stony Brook, NY, USA
fYear :
2013
fDate :
4-7 Aug. 2013
Firstpage :
1176
Lastpage :
1179
Abstract :
We present an architecture of a microsystem designed for the task of blind source separation of acoustic sources that impinge on the miniature microphone array. The proposed architecture implements the source separation algorithm in a unique framework that combines wavefront sensing, subband signal processing and independent component analysis. The spatial gradients of the acoustic wavefront are computed in the continuous-time domain and decomposed in the 16 subbands. In each band, we perform static independent component analysis. We demonstrate that with the proposed system architecture 13 dB separation performance is achieved in moderate reverberant environment.
Keywords :
VLSI; acoustic signal processing; blind source separation; independent component analysis; microphone arrays; mixed analogue-digital integrated circuits; acoustic source separation; acoustic sources; acoustic wavefront; blind source separation; continuous-time domain; microphone array; mixed-signal VLSI microsystem; reverberant environment; static independent component analysis; subband signal processing; wavefront sensing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (MWSCAS), 2013 IEEE 56th International Midwest Symposium on
Conference_Location :
Columbus, OH
ISSN :
1548-3746
Type :
conf
DOI :
10.1109/MWSCAS.2013.6674863
Filename :
6674863
Link To Document :
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