• DocumentCode
    2419828
  • Title

    A system that assists group conversation of older adults by evaluating speech duration and facial expression of each participant during conversation

  • Author

    Yamaguchi, T. ; Ota, J. ; Otake, M.

  • Author_Institution
    Center for Eng., Univ. of Tokyo, Kashiwa, Japan
  • fYear
    2012
  • fDate
    14-18 May 2012
  • Firstpage
    4481
  • Lastpage
    4486
  • Abstract
    In super aged society, system that assists social activities of older adults is needed for cognitive enhancement. Group conversation is one of the social activities. One of the largest problems for older adults is the imbalance of participation to conversation. Our approach is to develop a system that assists group conversation of older adults, by evaluating speech duration and facial expression of each participant during conversation. It enables all participants evenly to take part in the conversation, which tends to be difficult for older adults. We analyzed 15 group conversations for calculating the parameters used for evaluating the conversation. The effectiveness of the system using the obtained parameters was validated through the experiment. The system which evaluates only speech duration of each participant and the system which evaluates both speech duration and facial expression of each participant during group conversation were compared by analyzing 8 group conversations for each. The results demonstrated that the system which evaluates both speech duration and facial expression of each participant can make all participants to take part in the conversation evenly and actively. We successfully developed the system that can support group conversation regardless of the contents.
  • Keywords
    age issues; emotion recognition; face recognition; handicapped aids; speech recognition; cognitive enhancement; facial expression; group conversation; older adults; social activities; speech duration; super aged society;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2012 IEEE International Conference on
  • Conference_Location
    Saint Paul, MN
  • ISSN
    1050-4729
  • Print_ISBN
    978-1-4673-1403-9
  • Electronic_ISBN
    1050-4729
  • Type

    conf

  • DOI
    10.1109/ICRA.2012.6225283
  • Filename
    6225283