• DocumentCode
    423545
  • Title

    ICA for modelling and generating organ pipes self-sustained tones

  • Author

    Ciaramella, A. ; De Lauro, E. ; De Martino, S. ; Falanga, M. ; Tagliaferri, R.

  • Author_Institution
    Dipt. di Matematica ed Informatica, INFM unita di Salerno, Italy
  • Volume
    1
  • fYear
    2004
  • fDate
    25-29 July 2004
  • Lastpage
    265
  • Abstract
    Acoustic signals emitted by organ pipes in a variety of experimental frameworks have been recorded and analyzed by using independent component analysis. Starting from this analysis, relevant features of the signals related to single tones of the chords have been extracted. Three Landau modes are extracted with three well defined frequencies. Following the dynamical systems approach, a simple and suitable analogical model, able to reproduce the registered waveform and sound in listening, have been constructed. The conclusion is that, in first approximation, the low dimensional dynamical system representing on average the fluid-dynamical equations modelling organ pipe is constituted by three linearly coupled nonlinear oscillators in limit cycle regime.
  • Keywords
    acoustic signal processing; independent component analysis; time-varying systems; Landau modes; acoustic signals; dynamical systems; fluid-dynamical equations modelling organ pipe; independent component analysis; linearly coupled nonlinear oscillators; organ pipes self-sustained tones; Acoustic emission; Apertures; Equations; Frequency; Independent component analysis; Instruments; Microphones; Mouth; Production; Signal analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-8359-1
  • Type

    conf

  • DOI
    10.1109/IJCNN.2004.1379910
  • Filename
    1379910