• DocumentCode
    3622166
  • Title

    NNARX Model of Speech Signal Generating System: Test Error Subject to Modeling Mode Selection

  • Author

    D. Protic;M. Milosavljevic

  • Author_Institution
    Inst. of Appl. Math. & Electron., Belgrade
  • fYear
    2006
  • fDate
    6/28/1905 12:00:00 AM
  • Firstpage
    643
  • Lastpage
    646
  • Abstract
    This paper presents comparative analysis of different processing errors when modeling speech signal generating system simulated by neural network auto regressive with extra input (NNARX). Feed forward NNs were used. Vowels were taken to train and test models. Gradient descent algorithm (GDA) is used for the training, back propagation algorithm (BPA) for the testing, and optimal brain surgeon (OBS) for the NN pruning. Results are given in Tables I-IV, and compared in conclusion
  • Keywords
    "Signal generators","System testing","Speech analysis","Signal analysis","Speech processing","Signal processing","Brain modeling","Analytical models","Biological neural networks","Feeds"
  • Publisher
    ieee
  • Conference_Titel
    Microelectronics, 2006 25th International Conference on
  • Print_ISBN
    1-4244-0117-8
  • Type

    conf

  • DOI
    10.1109/ICMEL.2006.1651050
  • Filename
    1651050
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3622166