• DocumentCode
    118007
  • Title

    Empirical mode decomposition based reconstruction of speech signal in noisy environment

  • Author

    Goswami, Nilanjan ; Sarma, M. ; Sarma, Kandarpa Kumar

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Gauhati Univ., Guwahati, India
  • fYear
    2014
  • fDate
    20-21 Feb. 2014
  • Firstpage
    760
  • Lastpage
    765
  • Abstract
    A novel technique for speech signal reconstruction using Empirical Mode Decomposition (EMD) of speech signal in noisy condition is described in this paper. EMD is applied for finding the glottal source signal of speech signals. After getting the source information, vocal tract filter response is determined and the original speech signal is reconstructed with the help of EMD with and without prior knowledge of vocal tract filter responses. The experimental result derived establishes the effectiveness of the proposed method.
  • Keywords
    signal reconstruction; speech processing; EMD; empirical mode decomposition based reconstruction; glottal source signal; noisy environment; source information; speech signal reconstruction; vocal tract filter response; Information filters; Noise; Noise measurement; Speech; Speech processing; Empirical Mode Decomposition (EMD); Fourier Transform (FT); Intrinsic Mode Function (IMF); Savitzky-Golay (SG); Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
  • Conference_Location
    Noida
  • Print_ISBN
    978-1-4799-2865-1
  • Type

    conf

  • DOI
    10.1109/SPIN.2014.6777056
  • Filename
    6777056