• DocumentCode
    2329937
  • Title

    A Two-Stage MLP+NLMS Lossless Coder for Stereo Audio

  • Author

    Ravelli, Emmanuel ; Gournay, Philippe ; Lefebvre, Roch

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Sherbrooke Univ., Que.
  • Volume
    5
  • fYear
    2006
  • fDate
    14-19 May 2006
  • Abstract
    We propose in this paper a two-stage lossless audio coder for stereo signals. The first stage is based on a hybrid approach that uses either a stereo linear prediction or a multilayer perceptron-based (MLP) nonlinear prediction. The second stage is based on two cascaded normalized least mean square (NLMS) filters that remove the remaining redundancy in the residuals of the stereo prediction. The obtained compression ratios are equal or superior to the best state-of-the-art coders
  • Keywords
    audio coding; filtering theory; least mean squares methods; multilayer perceptrons; multilayer perceptron; nonlinear prediction; normalized least mean square filters; stereo audio; stereo prediction; two-stage lossless audio coder; Decoding; Decorrelation; Filters; Frequency; MONOS devices; MPEG 4 Standard; Neural networks; Nonhomogeneous media; Quantization; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
  • Conference_Location
    Toulouse
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0469-X
  • Type

    conf

  • DOI
    10.1109/ICASSP.2006.1661241
  • Filename
    1661241