• DocumentCode
    2112987
  • Title

    The SOPC implementation of a keyword spotting algorithm based on biomimetic pattern recognition

  • Author

    Zhang, Xinyi ; Yu, Xiaopeng

  • Author_Institution
    Sch. of Inf. Eng., WuYi Univ., Jiangmen, China
  • fYear
    2012
  • fDate
    21-23 April 2012
  • Firstpage
    2201
  • Lastpage
    2205
  • Abstract
    A keyword spotting algorithm based on biomimetic pattern recognition is proposed in this paper, including the modeling algorithm and the recognition algoithm. Then the SOPC implementation of the algorithm is given using software and hardware co-design mothodology. The design of two hardware acceleration units are discussed in detail in this paper as well as their contribution to system performance in term of speed. Practical test indicates that this design fully makes use of the characteristic of FPGA and the algorithm proposed, enabling the keyword spotting system implemented to run fast and in real time.
  • Keywords
    biomimetics; field programmable gate arrays; hardware-software codesign; speech recognition; system-on-chip; FPGA; SOPC; biomimetic pattern recognition; hardware acceleration unit; keyword spotting algorithm; modeling algorithm; software-hardware codesign; system on programmable chip; Acceleration; Algorithm design and analysis; Hardware; Software; Software algorithms; Speech recognition; Biomimetic Pattern Recognition; Hardware Acceleration; Keyword Spotting; Software and Hardware Co-design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
  • Conference_Location
    Yichang
  • Print_ISBN
    978-1-4577-1414-6
  • Type

    conf

  • DOI
    10.1109/CECNet.2012.6201488
  • Filename
    6201488