• DocumentCode
    390507
  • Title

    Speech denoising based on an auditory filterbank

  • Author

    Lin, L. ; Ambikairajah, E.

  • Author_Institution
    Sch. of Electr. Eng. & Telecommun., New South Wales Univ., Sydney, NSW, Australia
  • Volume
    1
  • fYear
    2002
  • fDate
    26-30 Aug. 2002
  • Firstpage
    552
  • Abstract
    We propose a speech denoising technique based on an auditory filter bank in the equivalent rectangular bandwidth scale. The denoising is realized simply by scaling the output of each auditory filter by a factor calculated from the updated signal statistics in each channel. The performance of the algorithm is assessed in white and coloured noise. The proposed method gives improved speech quality and a very low level of musical noise. The algorithm is very effective in reducing additive coloured noise due to its sub-band nature. The proposed technique also has potential application in robust speech recognition using an auditory filter bank as a front end.
  • Keywords
    acoustic noise; audio signal processing; channel bank filters; signal denoising; speech processing; speech recognition; statistical analysis; white noise; additive coloured noise; auditory filterbank; equivalent rectangular bandwidth scale; musical noise; robust speech recognition; signal statistics; speech denoising; white noise; Additive noise; Bandwidth; Channel bank filters; Colored noise; Filter bank; Noise level; Noise reduction; Noise robustness; Speech enhancement; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2002 6th International Conference on
  • Print_ISBN
    0-7803-7488-6
  • Type

    conf

  • DOI
    10.1109/ICOSP.2002.1181115
  • Filename
    1181115