• DocumentCode
    2630154
  • Title

    An extension of the Herault-Jutten network to signals including delays for blind separation

  • Author

    Nomura, Tatsuya ; Eguchi, Masaki ; Niwamoto, Hiroaki ; Kokubo, Hurnio ; Miyamoto, Masayuki

  • Author_Institution
    ATR Human Inf. Process. Res. Labs., Kyoto, Japan
  • fYear
    1996
  • fDate
    4-6 Sep 1996
  • Firstpage
    443
  • Lastpage
    452
  • Abstract
    Many neural networks for the blind separation problem have recently been proposed. However, in most of them, delays on input signals to networks are not considered. In this paper, we propose an extension of the network of Jutten and Herault (1991) that is applied to input signals including delays. Moreover, we present results of comparative simulations between the original Herault-Jutten network and our method for cases where the input signals are direct signals from sources and delay signals, such as reflections off walls
  • Keywords
    delays; neural nets; signal processing; Herault-Jutten network; blind separation; input signal delays; neural networks; Delay; Energy conversion; Equations; Humans; Information processing; Laboratories; Microphones; Neural networks; Signal processing; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks for Signal Processing [1996] VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop
  • Conference_Location
    Kyoto
  • ISSN
    1089-3555
  • Print_ISBN
    0-7803-3550-3
  • Type

    conf

  • DOI
    10.1109/NNSP.1996.548374
  • Filename
    548374