• DocumentCode
    1787055
  • Title

    Improved speech enhancement method based on auditory filterbank and fast noise estimation

  • Author

    Kianyfar, Ali ; Abutalebi, H.R.

  • Author_Institution
    Electr. & Comput. Eng. Dept., Yazd Univ., Yazd, Iran
  • fYear
    2014
  • fDate
    9-11 Sept. 2014
  • Firstpage
    441
  • Lastpage
    445
  • Abstract
    This paper addresses speech enhancement based on the auditory filterbank and fast noise estimation. A major problem in speech enhancement based on auditory filterbanks is the incorrect estimation of the noise components. To solve this problem, a fast noise estimation technique is proposed, which works based on speech presence probability. The enhancement algorithm is realized simply by multiplication the output of the synthesis filters by a factor calculated from noise statistics in each channel. The experimental results show that the proposed method is very effective in nonstationary environments and colored noise interference with improved speech quality and a very low level musical noise.
  • Keywords
    channel bank filters; probability; speech enhancement; auditory filterbank; colored noise interference; fast noise estimation technique; improved speech enhancement method; improved speech quality; musical noise; noise components; noise statistics; speech presence probability; synthesis filters; Estimation; Filter banks; Finite impulse response filters; Noise; Noise measurement; Speech; Speech enhancement; auditory filterbank; fast noise estimation; nonstationary noise; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications (IST), 2014 7th International Symposium on
  • Conference_Location
    Tehran
  • Print_ISBN
    978-1-4799-5358-5
  • Type

    conf

  • DOI
    10.1109/ISTEL.2014.7000744
  • Filename
    7000744