• DocumentCode
    1651360
  • Title

    Microphone array speech enhancement based on a generalized post-filter and a novel perceptual filter

  • Author

    Cheng, Ning ; Liu, Wen-Ju ; Li, Peng ; Xu, Bo

  • Author_Institution
    Nat. Lab. of Pattern Recognition, Chinese Acad. of Sci., Beijing
  • fYear
    2008
  • Firstpage
    370
  • Lastpage
    373
  • Abstract
    The theoretic foundation of traditional microphone array post-filters is the assumption that the noise between sensors is uncorrelated. However, this assumption is inaccurate in real environments since the correlated noise exists. In this paper, a generalized microphone array post-filter is proposed to deal with both the correlated and uncorrelated noise in environments and a novel perceptual filter is proposed to reduce the musical residual noise introduced by the post-filter. Experiments show that the proposed technique produces impressive results in terms of quality measures of the enhanced speech.
  • Keywords
    filtering theory; microphone arrays; speech enhancement; generalized post-filter; microphone array; perceptual filter; speech enhancement; Automation; Laboratories; Microphone arrays; Neural networks; Noise reduction; Pattern recognition; Sensor arrays; Speech enhancement; Wiener filter; Working environment noise; Microphone array; perceptual filter; post-filter; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2008. ICSP 2008. 9th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-2178-7
  • Electronic_ISBN
    978-1-4244-2179-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2008.4697147
  • Filename
    4697147