Title :
Room volume estimation based on statistical properties of binaural signals using humanoid robot
Author :
Shimoyama, Ryuichi ; Fukuda, Reo
Author_Institution :
Coll. of Ind. Technol., Nihon Univ., Narashino, Japan
Abstract :
Humans can recognize approximate room size only by binaural audition. However, sound reverberation is not negligible in most environments. The reverberation causes temporal fluctuation in the short-term Interaural Phase Differences (IPDs) of sound pressure. In this study, a novel method for estimating room volume is proposed based on the short-term IPDs of sound pressure by using a binaural humanoid robot. The humanoid robot turns its head toward a sound source, recognizes the sound source, then estimates the ego-centric distance by its stereovision. By interpolating the relations between room volume, average standard deviation and egocentric distance experimentally obtained for various rooms in a prepared database, the room volume was estimated by binaural audition from the average standard deviation of short-term IPDs at the estimated distance.
Keywords :
audio signal processing; humanoid robots; mobile robots; reverberation; robot vision; statistical analysis; stereo image processing; binaural audition; binaural humanoid robot; binaural signals; ego-centric distance; egocentric distance; room volume estimation; short-term IPD; short-term interaural phase difference; sound pressure; sound reverberation; sound source recognition; standard deviation; statistical property; stereovision; temporal fluctuation; Cameras; Humanoid robots; Loudspeakers; Reverberation; Robot vision systems; Standards; binaural audition; estimation; humanoid robot; room volume; short-term IPDs; vision;
Conference_Titel :
Robotics in Alpe-Adria-Danube Region (RAAD), 2014 23rd International Conference on
Conference_Location :
Smolenice
Print_ISBN :
978-1-4799-6797-1
DOI :
10.1109/RAAD.2014.7002274