• DocumentCode
    3742725
  • Title

    The hardware accelerator of the automatic speech recognition for the continuous Korean words

  • Author

    Juyeob Kim;Yunjoo Kim;Wonjong Kim;Joohyun Lee

  • Author_Institution
    SW-SoC Convergence Research Division, Electronics and Telecommunications Research Institute, Gajeong-ro, Yuseong-gu, Daejeon, 305-700, South Korea
  • fYear
    2015
  • Firstpage
    213
  • Lastpage
    214
  • Abstract
    This paper describes the hardware of the speech recognition. The embedded speech recognizer should meet two conditions for the low-latency performance and the low-power dissipation. So, we made the fully-hardwired speech recognizer as the hardware accelerator to offload the system processor without the support of the remote computing environment. Our overall design was designed and implemented on FPGA board. Our design showed speedy response as the real time factor of 0.4 ~ 0.5 at 100MHz operating frequency and uses the HW resource of 10.
  • Keywords
    "Hidden Markov models","Mel frequency cepstral coefficient","Discrete cosine transforms","Field programmable gate arrays"
  • Publisher
    ieee
  • Conference_Titel
    SoC Design Conference (ISOCC), 2015 International
  • Type

    conf

  • DOI
    10.1109/ISOCC.2015.7401794
  • Filename
    7401794