• 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