• DocumentCode
    2792217
  • Title

    Distortions in speech enhancement due to block processing

  • Author

    Marin-Hurtado, J.I. ; Anderson, D.V.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    4774
  • Lastpage
    4777
  • Abstract
    In most speech enhancement algorithms, a frequency response is computed per each block, and a multiplication in the frequency domain is used to apply this frequency response. Typically, in these algorithms, the updating procedure cannot ensure the fulfillment of the condition to perform a linear convolution instead of a circular convolution. As a result, artifacts and distortions may be present. Standard methods to deal with these distortions use overlapping and windowing. This work presents a detailed analysis of these distortions and proposes a new method to perform a artifact-free and distortion-free convolution in the FFT domain.
  • Keywords
    convolution; fast Fourier transforms; frequency response; frequency-domain analysis; speech enhancement; FFT domain; block processing; circular convolution; distortion-free convolution; distortions; frequency domain; frequency response; linear convolution; speech enhancement algorithm; Adaptive filters; Convolution; Frequency domain analysis; Frequency estimation; Frequency response; Marine technology; Nonlinear distortion; Performance analysis; Speech enhancement; Time domain analysis; blocking artifacts; fast convolution; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495161
  • Filename
    5495161