• DocumentCode
    3530531
  • Title

    Psychoacoustically constrained and distortion minimized speech enhancement algorithm

  • Author

    Jo, Seokhwan ; Yoo, Chang D.

  • Author_Institution
    Div. of EE, Sch. of EECS, Daejeon
  • fYear
    2009
  • fDate
    19-24 April 2009
  • Firstpage
    4669
  • Lastpage
    4672
  • Abstract
    A psychoacoustically constrained and distortion minimized speech enhancement algorithm is considered. In general, noise reduction leads to speech distortion, and thus, the goal of an enhancement algorithm should reduce noise and speech distortion so that both are inaudible. In this paper, a constrained optimization problem is formulated so that speech distortion is minimized while distortion that includes residual noise and speech distortion is kept below the masking threshold of the clean speech. Experimental results show that the algorithm considered in this paper outperforms some of the more popular algorithms in terms of improvement in segmental signal-to-noise ratio (SegSNR) and spectral distance (SD).
  • Keywords
    distortion; optimisation; speech enhancement; constrained optimization problem; distortion minimized speech enhancement algorithm; masking threshold; noise reduction; psychoacoustically constrained speech enhancement algorithm; Additive noise; Constraint optimization; Degradation; Frequency domain analysis; Frequency estimation; Masking threshold; Noise reduction; Psychology; Speech coding; Speech enhancement; constrained optimization; masking threshold; residual noise; speech distortion; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
  • Conference_Location
    Taipei
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-2353-8
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2009.4960672
  • Filename
    4960672