• DocumentCode
    698129
  • Title

    Audio encoding based on the Empirical Mode Decomposition

  • Author

    Khaldi, Kais ; Boudraa, Abdel-Ouahab ; Turki, Monia ; Chonavel, Thierry ; Samaali, Imen

  • Author_Institution
    Unite Signaux et Syst., ENIT, Tunis, Tunisia
  • fYear
    2009
  • fDate
    24-28 Aug. 2009
  • Firstpage
    924
  • Lastpage
    928
  • Abstract
    This paper deals with a new approach for perceptual audio encoding, based on the Empirical Mode Decomposition (EMD). The audio signal is decomposed adaptively into intrinsic oscillatory components by EMD called Intrinsic Mode Functions (IMFs), which can be fully described by their extrema. These extrema are encoded after an appropriate thresholding scheme controlled by a psycho-acoustic model. The decoder recovers the original signal after IMFs reconstruction by means of spline interpolation and their summation. The proposed approach is applied to different audio signals and results are compared to wavelets and to MPEG1-layer3 (MP3) approaches. Relying on exhaustive simulations, the obtained results show that the proposed compression scheme performs better than the MP3 and the wavelet approach in terms of bit rate and audio quality.
  • Keywords
    acoustic signal processing; audio coding; decomposition; interpolation; splines (mathematics); wavelet transforms; EMD; IMF; MP3; MPEG1-layer3; audio quality; audio signals; bit rate; compression scheme; empirical mode decomposition; intrinsic mode functions; intrinsic oscillatory components; perceptual audio encoding; psychoacoustic model; spline interpolation; thresholding scheme; wavelets; Abstracts; Digital audio players; Encoding; PSNR; Presses; Quantization (signal); Wavelet coefficients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2009 17th European
  • Conference_Location
    Glasgow
  • Print_ISBN
    978-161-7388-76-7
  • Type

    conf

  • Filename
    7077704