• DocumentCode
    2791970
  • Title

    Speech enhancement in transient noise environment using diffusion filtering

  • Author

    Talmon, Ronen ; Cohen, Israel ; Gannot, Sharon

  • Author_Institution
    Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    4782
  • Lastpage
    4785
  • Abstract
    Recently, we have presented a transient noise reduction algorithm for speech signals that relies on non-local diffusion filtering. By exploiting the repetitive nature of transient noises we proposed a simple and efficient algorithm, which enabled suppression of various noise types. In this paper, we incorporate a modified diffusion operator in order to obtain a more robust algorithm and further enhancement of the speech. We demonstrate the performance of the modified algorithm and compare it with a competing solution. We show that the proposed algorithm enables improved suppression of various transient interferences without any further computational burden.
  • Keywords
    audio signal processing; interference suppression; noise abatement; speech enhancement; noise suppression; nonlocal diffusion filtering; speech enhancement; speech signal; transient noise reduction algorithm; Acoustic noise; Filtering; Filters; Noise measurement; Noise reduction; Noise robustness; Pollution measurement; Speech enhancement; Speech processing; Working environment noise; Speech enhancement; acoustic noise; impulse noise; speech processing; transient noise;
  • 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.2010.5495146
  • Filename
    5495146