• DocumentCode
    3182608
  • Title

    Study on audio signal´s classification based on BP neural network

  • Author

    Yang, Luo ; Yan, Zhang

  • Author_Institution
    Sch. of Inf. Technol., Jinling Inst. of Technol., Nanjing, China
  • fYear
    2011
  • fDate
    8-10 Aug. 2011
  • Firstpage
    5153
  • Lastpage
    5155
  • Abstract
    To improve the accuracy and intelligence of audio signal´s classification, this paper provides the method of classification based on BP neural network. It describes the design and implement of classification system, finishes the training and testing of the system based BP neural network using MATLAB, and obtains the satisfactory result.
  • Keywords
    audio signal processing; backpropagation; neural nets; signal classification; BP neural network; MATLAB; audio signal classification; classification system; Accuracy; Biological neural networks; Classification algorithms; Feature extraction; Neurons; Pattern classification; Training; Audio signal´s classification; BP neural network; Feature signal extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
  • Conference_Location
    Deng Leng
  • Print_ISBN
    978-1-4577-0535-9
  • Type

    conf

  • DOI
    10.1109/AIMSEC.2011.6011067
  • Filename
    6011067
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3182608