• DocumentCode
    43067
  • Title

    On the Use of Time-Domain Widely Linear Filtering for Binaural Speech Enhancement

  • Author

    Szurley, J. ; Bertrand, Alexander ; Moonen, Marc

  • Author_Institution
    Dept. of Electr. Eng., KU Leuven, Leuven, Belgium
  • Volume
    20
  • Issue
    7
  • fYear
    2013
  • fDate
    Jul-13
  • Firstpage
    649
  • Lastpage
    652
  • Abstract
    Widely linear (WL) filtering has been shown to improve performance compared to linear filtering due to its ability to incorporate the non-circularity of the signal statistics. However there has been some inconsistency in its application, specifically when constructing complex signals from real signals, which has recently been considered in the context of speech enhancement in binaural or stereo systems. This letter shows that the corresponding WL filtered output contains exactly the same information as the linear filter output while increasing the computational complexity and memory requirements.
  • Keywords
    computational complexity; filtering theory; speech enhancement; statistics; WL filter; binaural speech enhancement; complex signal construction; computational complexity; memory requirements; signal statistics; stereo systems; time-domain wide linear filtering; Maximum likelihood detection; Microphones; Noise reduction; Speech; Speech enhancement; Time-domain analysis; Vectors; Binaural speech enhancement; widely linear filtering;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2013.2261058
  • Filename
    6511977