• DocumentCode
    3330299
  • Title

    A Variable Length Vector Pipeline Architecture Design Methodology

  • Author

    Kambe, Takashi ; Saituji, M.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Kinki Univ., Higashi-Osaka
  • fYear
    2008
  • fDate
    3-5 Sept. 2008
  • Firstpage
    665
  • Lastpage
    668
  • Abstract
    The architecture design phase is one of the most important steps in the system LSI development process. In this paper, we propose a C-based pipeline architecture design methodology and apply it to the design of the output probability computation circuit for a real time speech recognition system. Several variable length vector pipeline architectures accelerated by loop optimization, memory access optimizations, and application-specific circuit design were implemented to calculate the hidden Markov model (HMM) output probability at high speed and their performances evaluated.
  • Keywords
    hidden Markov models; optimisation; pipeline processing; speech recognition; C-based pipeline architecture design methodology; application-specific circuit design; architecture design phase; hidden Markov model output probability; loop optimization; memory access optimizations; output probability computation circuit; real-time speech recognition system; system LSI development process; variable length vector pipeline architecture; Acceleration; Circuits; Computer architecture; Design methodology; Design optimization; Hidden Markov models; Large scale integration; Pipelines; Real time systems; Speech recognition; C-based architecture design; Hidden Markov Model; Variable length pipeline; vector pipeline;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital System Design Architectures, Methods and Tools, 2008. DSD '08. 11th EUROMICRO Conference on
  • Conference_Location
    Parma
  • Print_ISBN
    978-0-7695-3277-6
  • Type

    conf

  • DOI
    10.1109/DSD.2008.17
  • Filename
    4669300