• DocumentCode
    3370097
  • Title

    Noisy Speech Enhancement Based on Discrete Sine Transform

  • Author

    Li, Xueyao ; Xie, Hua ; Cheng, Bailing

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Harbin Eng. Univ.
  • Volume
    1
  • fYear
    2006
  • fDate
    20-24 June 2006
  • Firstpage
    199
  • Lastpage
    202
  • Abstract
    When the speech signal and the random noise are transformed with discrete sine transform (DST), the discrete sine transform coefficients at the low frequency regions are predominantly speech, and at the high frequency regions are predominantly noise. According to this, a new speech enhancement method based discrete sine transform is proposed in this paper. The level of the trace of the signal present in the high frequency region of DST coefficients is estimated to obtain the threshold parameter, and after the signal-to-noise ratio estimation and speech present probability is calculated, an improved method is adopted. The experiment results show that it is an effective speech enhanced method
  • Keywords
    discrete transforms; estimation theory; probability; random noise; speech enhancement; conditional probability; discrete sine transform; noisy speech enhancement method; random noise; signal-to-noise ratio estimation; speech signal processing; threshold parameter; Computer science; Discrete Fourier transforms; Discrete cosine transforms; Discrete transforms; Frequency conversion; Frequency estimation; Karhunen-Loeve transforms; Low-frequency noise; Signal to noise ratio; Speech enhancement; conditional probability; discrete sine transform; speech enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
  • Conference_Location
    Hanzhou, Zhejiang
  • Print_ISBN
    0-7695-2581-4
  • Type

    conf

  • DOI
    10.1109/IMSCCS.2006.91
  • Filename
    4673546