• DocumentCode
    2617892
  • Title

    Lip detection for audio-visual speech recognition in-car environment

  • Author

    Navarathna, Rajitha ; Lucey, Patrick ; Dean, David ; Fookes, Clinton ; Sridharan, Sridha

  • Author_Institution
    Speech, Audio, Image & Video Technol., Queensland Univ. of Technol., Brisbane, QLD, Australia
  • fYear
    2010
  • fDate
    10-13 May 2010
  • Firstpage
    598
  • Lastpage
    601
  • Abstract
    Acoustically, car cabins are extremely noisy and as a consequence audio-only, in-car voice recognition systems perform poorly. As the visual modality is immune to acoustic noise, using the visual lip information from the driver is seen as a viable strategy in circumventing this problem by using audio visual automatic speech recognition (AVASR). However, implementing AVASR requires a system being able to accurately locate and track the drivers face and lip area in real-time. In this paper we present such an approach using the Viola-Jones algorithm. Using the AVICAR [1] in-car database, we show that the Viola- Jones approach is a suitable method of locating and tracking the driver´s lips despite the visual variability of illumination and head pose for audio-visual speech recognition system.
  • Keywords
    speech recognition; traffic engineering computing; AVASR; acoustic noise; audio visual automatic speech recognition; car cabins; car environment; lip detection; voice recognition systems; Face; Facial features; Smoothing methods; AVASR; AVICAR database; Viola-Jones algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-7165-2
  • Type

    conf

  • DOI
    10.1109/ISSPA.2010.5605429
  • Filename
    5605429