• DocumentCode
    2785119
  • Title

    An efficient method for the removal of impulse noise from speech and audio signals

  • Author

    Chandra, Charu ; Moore, Michael S. ; Mitra, Sanjit

  • Author_Institution
    Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
  • Volume
    4
  • fYear
    1998
  • fDate
    31 May-3 Jun 1998
  • Firstpage
    206
  • Abstract
    A computationally efficient algorithm is proposed to remove noise impulses from speech and audio signals while retaining its features and tonal quality. The proposed method is based on the SD-ROM (Signal Dependent Rank Order Mean) algorithm. This technique has successfully been used to remove impulse noise from images. It has the advantage of being relatively fast, simple and robust. The algorithm estimates the likelihood the sample under inspection is corrupt relative to the neighboring samples and replaces a sample detected as corrupted by a value based on the neighboring samples. This algorithm also has the advantage of being `configurable´ to the type of noise impulses in the sample, as the thresholds used to detect noise impulses can be varied to suit the signal
  • Keywords
    audio signals; estimation theory; interference suppression; probability; speech processing; SD-ROM; audio signals; computationally efficient algorithm; impulse noise; neighboring samples; noise impulses; signal dependent rank order mean algorithm; speech signals; Dynamic range; Error probability; Filtering algorithms; Filters; Frequency; Inspection; Noise level; Noise robustness; Random processes; Speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
  • Conference_Location
    Monterey, CA
  • Print_ISBN
    0-7803-4455-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.1998.698795
  • Filename
    698795