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