• DocumentCode
    2715574
  • Title

    A Time-Recursive Adaptive Algorithm for Colored Noise Reduction in Speech Enhancement

  • Author

    Udrea, Radu Mihnea ; Vizireanu, Dragos Nicolae ; Oprea, Claudia Cristina ; Pirnog, Ionut

  • Author_Institution
    Telecommun. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania
  • fYear
    2010
  • fDate
    9-15 May 2010
  • Firstpage
    187
  • Lastpage
    190
  • Abstract
    We propose an improved spectral subtraction method for the reduction of colored acoustic noise added to the speech. Our implementation uses a time-recursive algorithm for estimation of the noise power spectral density and a multi-band spectral over subtraction method to reduce the colored noise. Simulations show a better quality in terms of Itakura Saito distance and perceptual evaluation of quality for the enhanced speech. Using the proposed speech enhancement method, a very good speech quality with less musical noise and with minimal speech distortion is obtained.
  • Keywords
    distortion; speech enhancement; Itakura Saito distance; colored noise reduction; minimal speech distortion; noise power spectral density; speech enhancement method; time-recursive adaptive algorithm; Acoustic noise; Adaptive algorithm; Additive noise; Colored noise; Degradation; Frequency estimation; Noise level; Noise reduction; Signal to noise ratio; Speech enhancement; colored noise; noise estimation; spectral subtraction; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications (AICT), 2010 Sixth Advanced International Conference on
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4244-6748-8
  • Type

    conf

  • DOI
    10.1109/AICT.2010.69
  • Filename
    5489854