• DocumentCode
    2870713
  • Title

    Research on improved algorithm of DTW in speech recognition

  • Author

    Lin, Yan-Sheng ; Ji, Chang-peng

  • Author_Institution
    Inst. of Grad., Liaoning Tech. Univ., Huludao, China
  • Volume
    9
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    The realization of the Dynamic Time Warping is simple and effectively, it obtained the widespread application in the isolate-word speech recognition system. But the traditional DTW algorithm depends much on the accuracy of endpoint detection. In order to reduce the influence and some improved algorithms are put forward, such as the improved endpoint detection, the slacked of start-point and end-point and so on. The rationalization of the proposed algorithms is validated through simulation.
  • Keywords
    speech recognition; DTW; dynamic time warping; endpoint detection; improved algorithm; isolate word speech recognition system; Feature extraction; Modeling; Presses; Signal processing algorithms; Speech; Speech recognition; Testing; DTW; endpoint detection; match; short-time energy; short-time zero crossing rate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5623002
  • Filename
    5623002