Title :
Robot audition: Its rise and perspectives
Author :
Okuno, Hiroshi G. ; Nakadai, Kazuhiro
Author_Institution :
Grad. Program for Embodiment Inf., Waseda Univ., Tokyo, Japan
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;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7179045