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
Link To Document