• DocumentCode
    2704157
  • Title

    Perceptual Gain Function for Eigenspectral Domain Speech Enhancement

  • Author

    Bhunjun, Vinesh ; Brookes, Mike

  • Author_Institution
    Dept. of Electr. Eng., Imperial Coll. London
  • Volume
    4
  • fYear
    2007
  • fDate
    15-20 April 2007
  • Abstract
    The goals of speech enhancement are to improve its perceptual aspects most commonly by applying a gain function to the noisy signal coefficients in a transform domain. This gain function is normally chosen to provide a good trade-off between suppressing the noise and avoiding speech distortion. In this paper, we identify some desired gain characteristics for better sounding enhancement and propose a method for choosing the gain transfer function based on perceptual criteria. We implement our approach in the eigenspectral domain and compare our results with those from selected eigenspectral-based transfer functions.
  • Keywords
    distortion; eigenvalues and eigenfunctions; speech enhancement; transfer functions; transforms; eigenspectral domain; gain transfer function; noise suppression; noisy signal coefficients; perceptual gain function; speech distortion; speech enhancement; transform domain; Acoustic noise; Colored noise; Covariance matrix; Noise level; Noise shaping; Speech coding; Speech enhancement; Transfer functions; White noise; Working environment noise; Coloured noise; Distortion noise energy; Eigenspectral domain speech enhancement; Perceptual-based gain derivation; Residual noise energy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0727-3
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2007.367213
  • Filename
    4218244