• DocumentCode
    730876
  • Title

    Robot audition: Its rise and perspectives

  • Author

    Okuno, Hiroshi G. ; Nakadai, Kazuhiro

  • Author_Institution
    Grad. Program for Embodiment Inf., Waseda Univ., Tokyo, Japan
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    5610
  • Lastpage
    5614
  • Abstract
    The ability of robots to listen to several things at once with their own “ears”, that is, robot audition, is an important factor in improving interaction and symbiosis between humans and robots. The critical issue in robot audition is real-time processing and robustness against noisy environments with high flexibility to support various kinds of robots and hardware configurations. This paper first overviews activities and issues related to robot audition. Then, it presents the “HARK” robot audition software, which provides three primary functions for robot audition, sound source localization, sound source separation, and separated sound recognition, and then reports their performance. Finally, it discusses future directions in new promising areas as well as robotics.
  • Keywords
    human-robot interaction; interference suppression; microphone arrays; mobile robots; signal denoising; source separation; speech recognition; HARK robot audition software; ego-noise cancellation; interaction improvement; microphone array; separated sound recognition; sound source localization; sound source separation; speech recognition; symbiosis improvement; Arrays; Microphones; Noise; Robots; Source separation; Speech; Speech recognition; Active audition; Ego-noise cancellation; Microphone array; Robot Audition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7179045
  • Filename
    7179045