• DocumentCode
    3705970
  • Title

    Adaptive filter for perceptual speech enhancement

  • Author

    Sana Alaya;Novl?ne Zoghlami;Zied Lachiri

  • Author_Institution
    Signal, Image and Information Technology Laboratory, National Engineering School of Tunis, Tunis, Tunisia
  • fYear
    2015
  • fDate
    3/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we present a new perceptual speech enhancement method. It is based on an improved spectral subtraction filter and a spectral attenuation filter. In the classic noise reduction techniques, both musical noise and distortions are introduced in the enhanced speech signal. Consequently, the perceptual appearance is affected. Within this context, our method consists in making the musical noise, produced by the classical methods, inaudible. Evaluation tests prove the effectiveness of the proposed method in reducing noise and also in minimizing distortions in the proceeded speech signal.
  • Keywords
    "Adaptive filters","Wiener filters","Distortion","Speech enhancement","Speech","Signal to noise ratio","Noise measurement"
  • Publisher
    ieee
  • Conference_Titel
    Systems, Signals & Devices (SSD), 2015 12th International Multi-Conference on
  • Type

    conf

  • DOI
    10.1109/SSD.2015.7348135
  • Filename
    7348135