• DocumentCode
    590799
  • Title

    An adaptive MAP speech spectral amplitude estimator combined with a zero phase noise suppressor

  • Author

    Kohmura, Sayuri ; Kawamur, A. ; Iiguni, Youji

  • Author_Institution
    Osaka Univ., Suita, Japan
  • fYear
    2012
  • fDate
    3-6 Dec. 2012
  • Firstpage
    1
  • Lastpage
    9
  • Abstract
    We previously proposed an efficient MAP (Maximum a posteriori) speech spectral amplitude estimator for stationary noise suppression. Although this method can strongly reduce stationary noise signals, it cannot reduce impulsive noise signals, such that a thunder, clap, and other impact noise signals. On the other hand, we also previously proposed a zero phase noise suppression method to achieve impulsive noise reduction, where its effectiveness was confirmed through some simulations. In this paper, we combine these two effective noise reduction methods and achieve a noise suppressor which can remove both of stationary and impulsive noise signals. We evaluate its noise reduction capability for some types of noise. The simulation results show the effectiveness of the proposed noise suppression method.
  • Keywords
    impulse noise; maximum likelihood estimation; phase noise; speech processing; adaptive MAP speech spectral amplitude estimator; impact noise signals; impulsive noise reduction; impulsive noise signals; maximum a posteriori speech spectral amplitude estimator; noise reduction capability; stationary noise signals; stationary noise suppression; zero phase noise suppression method; zero phase noise suppressor; Discrete Fourier transforms; Gain; Histograms; Shape; Signal to noise ratio; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), 2012 Asia-Pacific
  • Conference_Location
    Hollywood, CA
  • Print_ISBN
    978-1-4673-4863-8
  • Type

    conf

  • Filename
    6411946