• DocumentCode
    585839
  • Title

    Lip reading using fuzzy logic network with memory

  • Author

    Badura, Stefan ; Klimo, Martin ; Skvarek, Ondrej

  • Author_Institution
    Fac. of Manage. Sci. & Inf., Univ. of Zilina, Zilina, Slovakia
  • fYear
    2012
  • fDate
    17-19 Oct. 2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper proposes a new approach for lip reading. Most existing systems for lip reading utilize a kind of neural network or hidden Markov models as classifiers. We propose a new approach where fuzzy combinational networks with fuzzy flip-flop memories are combined into one network. Our model introduces a hierarchical structure of this network, where single layers are contextually dependent. Experiments with fuzzy flip-flop network propose a new approach in the process of automatic lip-reading system where time dependence in inputs series is modeled with memories. Such approach provides possibilities for continuous speech recognition.
  • Keywords
    face recognition; feature extraction; flip-flops; fuzzy set theory; logic circuits; speech recognition; audio-visual automatic speech recognition systems; automatic lip-reading system; continuous speech recognition; face region; feature extraction; fuzzy combinational networks; fuzzy flip-flop memories; fuzzy logic network; hidden Markov models; lip movements; neural network; Feature extraction; Flip-flops; Fuzzy logic; Hidden Markov models; Linear programming; Speech recognition; Training; flip-flop; fuzzy logic; lip reading; memory; neural network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Application of Information and Communication Technologies (AICT), 2012 6th International Conference on
  • Conference_Location
    Tbilisi
  • Print_ISBN
    978-1-4673-1739-9
  • Type

    conf

  • DOI
    10.1109/ICAICT.2012.6398471
  • Filename
    6398471