• DocumentCode
    1653508
  • Title

    Speech denoising based on perceptual weighting filter

  • Author

    Dong, Enqing ; Pu, Xiaoxiang

  • Author_Institution
    Sch. of Inf. Eng., Shandong Univ. at Weihai, Weihai
  • fYear
    2008
  • Firstpage
    705
  • Lastpage
    708
  • Abstract
    A new speech denoising algorithm for white noise environment based on perceptual weighting filter is proposed, which combines the spectrum subtraction and adopts auditory perception properties in the traditional Wiener filter. The main contribution of the algorithm is to modify the traditional Wiener filter by adopting the perceptual weighting function via the linear prediction technique. The algorithm can redistribute the noise spectrum according to the clear speech, which not only maintains the advantage of the Wiener filter, but also further reduces the influence of the noise. The simulation result shows that the algorithm can reduce the residual noise effectively, and improve the quality of the speech and have very low computational complexity.
  • Keywords
    Wiener filters; computational complexity; speech processing; white noise; Wiener filter; computational complexity; linear prediction technique; perceptual weighting filter; perceptual weighting function; spectrum subtraction; speech denoising algorithm; white noise; Acoustic noise; Auditory system; Background noise; Humans; Noise reduction; Oral communication; Signal processing algorithms; Speech coding; Speech enhancement; Wiener filter;
  • 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.2008.4697228
  • Filename
    4697228