• DocumentCode
    3400706
  • Title

    I See What You Say (ISWYS): Arabic lip reading system

  • Author

    Al-Ghanim, Amjad ; AL-Oboud, Nourah ; Al-Haidary, Reham ; Al-Zeer, Shaden ; Altammami, Shatha ; Mahmoud, Hanan A.

  • Author_Institution
    Dept. of Software Eng., King Saud Univ., Riyadh, Saudi Arabia
  • fYear
    2013
  • fDate
    11-12 Dec. 2013
  • Firstpage
    11
  • Lastpage
    17
  • Abstract
    The ability of communicating easily with everyone is a blessing people with hearing impairment do not have. They completely rely on their vision around healthy individuals to difficultly read lips. This paper proposes a solution for this problem, ISWYS (I See What You Say) is a research-oriented speech recognition system for the Arabic language that interprets lips movements into readable text. It is accomplished by analyzing a video of lips movements that resemble utterances, and then converting it to readable characters using video analysis and motion estimation. Our algorithm involves dividing the video into n number of frames to generate n-1 image frame which is produced by taking the difference between consecutive frames. Then, video features are extracted to be used by our error function which provided recognition of approximately 70%.
  • Keywords
    handicapped aids; motion estimation; natural language processing; speech recognition; video signal processing; Arabic lip reading system; ISWYS; error function; healthy individuals; hearing impairment; i see what you say; lips movement video; motion estimation; n-I image frame; readable text; research-oriented speech recognition system; video analysis; video features; Abstracts; Analytical models; Auditory system; Chaotic communication; Speech; Speech recognition; Videos; Lip reading system; speech recognition; video analysis; visual features extractions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Current Trends in Information Technology (CTIT), 2013 International Conference on
  • Conference_Location
    Dubai
  • Type

    conf

  • DOI
    10.1109/CTIT.2013.6749470
  • Filename
    6749470