• DocumentCode
    2425039
  • Title

    Research on the application of biomimetic computing in speech recognition

  • Author

    Guo, Chunyi ; Li, Runzhi ; Shi, Lei

  • Author_Institution
    Sch. of Inf. Eng., Zhengzhou Univ., Zhengzhou
  • fYear
    2008
  • fDate
    7-9 July 2008
  • Firstpage
    45
  • Lastpage
    49
  • Abstract
    Since speech is one of the most direct and effective means of human communication, itpsilas natural to apply biomimetic processing mechanism to automatic speech recognition to solve the existing speech recognition problems. In this paper, three typical techniques were selected respectively: simulated evolutionary computation (SEC), artificial neural network (ANN) and fuzzy logic and reasoning technique, from intelligence building processing simulation, intelligence structure simulation and intelligence behavior simulation, to identify their applications in different stages of speech recognition. A SEC usage and the corresponding algorithm were presented to generate training speech data, and a method of Elman network as acoustic model was also presented.
  • Keywords
    biomimetics; evolutionary computation; fuzzy logic; fuzzy reasoning; learning (artificial intelligence); speech recognition; Elman network; acoustic model; artificial neural network; automatic speech recognition; biomimetic computing; biomimetic processing mechanism; fuzzy logic; fuzzy reasoning technique; human communication; intelligence building processing simulation; simulated evolutionary computation; Artificial intelligence; Artificial neural networks; Biomimetics; Computational modeling; Computer applications; Humans; Intelligent networks; Intelligent structures; Speech processing; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Audio, Language and Image Processing, 2008. ICALIP 2008. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-1723-0
  • Electronic_ISBN
    978-1-4244-1724-7
  • Type

    conf

  • DOI
    10.1109/ICALIP.2008.4590125
  • Filename
    4590125