• DocumentCode
    3763346
  • Title

    Frame-by-frame speech recognition as hardware decoding on FPGA devices

  • Author

    Masashi Nakayama;Naoki Shigekawa;Takashi Yokouchi;Shunsuke Ishimitsu

  • Author_Institution
    Graduate School of Information Sciences, Hiroshima City University, 3-4-1 Ozuka-higashi, Asaminami, 731-3194 Japan
  • fYear
    2015
  • Firstpage
    785
  • Lastpage
    788
  • Abstract
    This paper proposes frame-by-frame speech recognition as a hardware decoder on Field Programmable Gate Arrays (FPGAs). As a first step for FPGA implementation, Voice Activity Detection (VAD) using second order autocorrelation and a speech recognition decoder using formant frequency distances were evaluated. The hardware decoding was then implemented on an FPGA emulator. The VAD and decoder were demonstrated to be effective, and hence could be suitable for implementation on FPGA devices.
  • Keywords
    "Speech recognition","Field programmable gate arrays","Correlation","Speech","Decoding","Signal to noise ratio","Hardware"
  • Publisher
    ieee
  • Conference_Titel
    Sensing Technology (ICST), 2015 9th International Conference on
  • Electronic_ISBN
    2156-8073
  • Type

    conf

  • DOI
    10.1109/ICSensT.2015.7438503
  • Filename
    7438503