• DocumentCode
    2793488
  • Title

    The application of improved Apriori algorithm in continuous Speech Recognition

  • Author

    Zhou, Dexin ; Kang, Jiacang ; Fan, Zhicheng ; Zhang, Wenlin

  • Author_Institution
    Aeronaut. Autom. Coll., Civil Aviation Univ. of China, Tianjin, China
  • fYear
    2011
  • fDate
    15-17 July 2011
  • Firstpage
    756
  • Lastpage
    758
  • Abstract
    In continuous Speech Recognition ,for the problem of recognizing speaker´s voice completely and accurately is difficult ,and could not understand the meaning even if the machine could identify the voice completely .The improved algorithm is proposed innovatively based on association logic Apriori algorithm .The algorithm divide database into correlated partitions and locate the voice condition in certain association rules specifically according to the character of input voice signal ,thus the efficiency of continuous voice identification and the humanistic of machine is improved ,the drawback of research only on acoustic model is broken.
  • Keywords
    speaker recognition; association logic apriori algorithm; continuous speech recognition; continuous voice identification; input voice signal; speaker voice recognition; Algorithm design and analysis; Association rules; Databases; Prediction algorithms; Speech; Speech recognition; association algorithm; association rules; data mining; imprved apriori algorithm; speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
  • Conference_Location
    Hohhot
  • Print_ISBN
    978-1-4244-9436-1
  • Type

    conf

  • DOI
    10.1109/MACE.2011.5987037
  • Filename
    5987037