• DocumentCode
    3010567
  • Title

    Perceptual artifacts in speech noise suppression

  • Author

    Parikh, Devangi N. ; Anderson, David V.

  • Author_Institution
    Georgia Inst. of Technol., Atlanta, GA, USA
  • fYear
    2010
  • fDate
    7-10 Nov. 2010
  • Firstpage
    99
  • Lastpage
    103
  • Abstract
    Most of the state of the art speech noise suppression gains rely on the frequency decomposition of the signal. This decomposition is usually done using the fast Fourier transform. These algorithms may be successful in suppressing the noise but often distort the speech that is of interest. The noise suppression gain is rapidly changing in time. When the gain is applied to the noisy signal, it modulates the signal and generates artifacts. In this paper, we will show that by using a frequency decomposition based on the human perception the artifacts can be made imperceptible. We will use this proposed frequency decomposition with the traditional Wiener Gain for noise suppression and Ephraim-Malah suppression rule to show that the resulting speech is natural sounding with minimal artifacts.
  • Keywords
    fast Fourier transforms; interference suppression; noise abatement; speech processing; Ephraim-Malah suppression; Wiener Gain; fast Fourier transform; frequency decomposition; perceptual artifacts; speech noise suppression; Gain control; Noise measurement; Signal to noise ratio; Speech; Speech enhancement; Ephraim-Malah suppression rule; Wiener filtering; perceptual processing; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    978-1-4244-9722-5
  • Type

    conf

  • DOI
    10.1109/ACSSC.2010.5757476
  • Filename
    5757476