• DocumentCode
    3716857
  • Title

    Interactive interface to optimize sound source localization based on microphone array with coarse-to-fine tuning for humanoids

  • Author

    Osamu Sugiyama;Ryosuke Kojima;Kazuhiro Nakadai

  • Author_Institution
    Graduate School of Information Science and Engineering, Tokyo Institute of Technology, 2-12-1, O-okayama, Meguro-ku, Tokyo, 152-8552, Japan
  • fYear
    2015
  • Firstpage
    825
  • Lastpage
    830
  • Abstract
    This study describes the design and development of an interactive interface to optimize sound source localization (SSL) based on a microphone array with the multi-channel robot audition software program, HARK. Using this interface, users can optimize the parameters of SSL with coarse-to-fine tuning. That is, users can roughly optimize the system (coarse tuning) and subsequently tune parameters in detail (fine tuning). Experimentally, our proposed interface showed better visibility and flexibility in optimizing SSL parameters than the current HARK interface.
  • Keywords
    "Tuning","Optimization","Multiple signal classification","Labeling","Support vector machines","Visualization","Arrays"
  • Publisher
    ieee
  • Conference_Titel
    Humanoid Robots (Humanoids), 2015 IEEE-RAS 15th International Conference on
  • Type

    conf

  • DOI
    10.1109/HUMANOIDS.2015.7363449
  • Filename
    7363449