• DocumentCode
    2971163
  • Title

    Audiovisual arrays for untethered spoken interfaces

  • Author

    Wilson, Kevin ; Rangarajan, Vibhav ; Checka, Neal ; Darrell, Trevor

  • Author_Institution
    Artificial Intelligence Lab., MIT, Cambridge, MA, USA
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    389
  • Lastpage
    394
  • Abstract
    When faced with a distant speaker at a known location in a noisy environment, a microphone array can provide a significantly improved audio signal for speech recognition. Estimating the location of a speaker in a reverberant environment from audio information alone can be quite difficult, so we use an array of video cameras to aid localization. Stereo processing techniques are used on pairs of cameras, and foreground 3-D points are grouped to estimate the trajectory of people as they move in an environment. These trajectories are used to guide a microphone array beamformer. Initial results using this system for speech recognition demonstrate increased recognition rates compared to non-array processing techniques.
  • Keywords
    speech recognition; speech-based user interfaces; stereo image processing; video cameras; audio signal; audiovisual arrays; microphone array; microphone array beamformer; noisy environment; speech recognition; trajectory estimation; untethered spoken interfaces; video cameras; Array signal processing; Cameras; Loudspeakers; Microphone arrays; Radar tracking; Reverberation; Sensor arrays; Speech processing; Speech recognition; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimodal Interfaces, 2002. Proceedings. Fourth IEEE International Conference on
  • Print_ISBN
    0-7695-1834-6
  • Type

    conf

  • DOI
    10.1109/ICMI.2002.1167026
  • Filename
    1167026