• DocumentCode
    2285256
  • Title

    Audio-visual intent-to-speak detection for human-computer interaction

  • Author

    De Cuetos, Philippe ; Neti, Chalapathy ; Senior, Andrew W.

  • Author_Institution
    Inst. Eurecom, Sophia-Antipolis, France
  • Volume
    6
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    2373
  • Abstract
    Introduces a practical system that aims to detect a user´s intent to speak to a computer, by considering both audio and visual cues. The whole system is designed to intuitively turn on the microphone for speech recognition without needing to click on a mouse, thus improving the human-like communication between users and computers. The first step is to detect a frontal face through a simple desktop video camera image, by using some well-known image processing techniques for face and facial feature detection on one image. The second step is an audio-visual speech event detection that combines both visual and audio indications of speech. In this paper, we consider visual measures of speech activity as well as audio energy to determine if the previously detected user is actually speaking or not
  • Keywords
    audio-visual systems; face recognition; feature extraction; microphones; speech recognition; speech-based user interfaces; audio cues; audio energy; audiovisual speech event detection; desktop video camera image; facial feature detection; frontal face detection; human-computer interaction; human-like communication; image processing techniques; intent-to-speak detection; microphone; speech activity measures; speech recognition; visual cues; visual measures; Face detection; Humans; Keyboards; Mice; Mouth; Shape; Speech recognition; Text processing; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-6293-4
  • Type

    conf

  • DOI
    10.1109/ICASSP.2000.859318
  • Filename
    859318