• DocumentCode
    1603831
  • Title

    A spatial notch filtering approach for improving frequency domain complex BSS of audio signals

  • Author

    Hadi, A. Abdul ; Sanei, S.

  • Author_Institution
    Dept. of Comput. & Phys. Sci., Univ. of Surrey, Guildford, UK
  • fYear
    2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this article the previously proposed notch filtering approach for localization of brain signal sources is extended and combined with complex frequency domain BSS to simultaneously localise and separate the audio sources. Unlike many other methods for solving the permutation problem meant for speech signals (due to continuity of spectrum for adjacent frequency bins) the method here can be applied to all types of audio sources. Significant improvement over the results of previously developed techniques using combined BSS and beamforming has been achieved and the comparison results illustrated.
  • Keywords
    array signal processing; audio signal processing; blind source separation; filtering theory; frequency-domain analysis; notch filters; spatial filters; audio signals; audio source separation; beamforming; blind signal source localization; frequency domain; permutation problem; spatial notch filtering approach; speech signals; Blind source separation; Frequency domain analysis; Frequency estimation; Speech; Speech processing; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information, Communications and Signal Processing (ICICS) 2011 8th International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4577-0029-3
  • Type

    conf

  • DOI
    10.1109/ICICS.2011.6173615
  • Filename
    6173615