DocumentCode
2005687
Title
Humanoid hearing: A novel three-dimensional approach
Author
Keyrouz, Fakheredine
Author_Institution
Notre Dame Univ., Zouk Mosbeh, Lebanon
fYear
2011
fDate
17-18 Sept. 2011
Firstpage
214
Lastpage
219
Abstract
One of the key features of the human auditory system, is its nearly constant omni-directional sensitivity, e.g., the system reacts to alerting signals coming from a direction away from the sight of focused visual attention. In many surveillance situations where visual attention completely fails since the robot cameras have no direct line of sight with the sound sources, the ability to estimate the direction of the sources of danger relying on sound becomes extremely important. We present in this paper a novel method for sound localization of a static sound source in azimuth and elevation using a humanoid head equipped with two small microphones inserted into its artificial ear canals. We also tackle the moving sound source tracking problem. This new localization system demonstrated high precision in 3D and enabled a low-complexity implementation on the humanoid DSP platform.
Keywords
Kalman filters; acoustic signal processing; audio signal processing; direction-of-arrival estimation; humanoid robots; microphones; surveillance; tracking; Kalman filter; artificial ear canal; danger source direction estimation; focused visual attention; human auditory system features; humanoid DSP platform; humanoid head; humanoid hearing; localization system; microphone; moving sound source tracking problem; nearly constant omnidirectional sensitivity; sound localization; static sound source; surveillance; Databases; Ear; Kalman filters; Mathematical model; Microphones; Robots; Three dimensional displays; Acoustic Signal Processing; Auditory Perception; Binaural; HRTF; Kalman filtering; Monaural;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotic and Sensors Environments (ROSE), 2011 IEEE International Symposium on
Conference_Location
Montreal, QC
Print_ISBN
978-1-4577-0819-0
Type
conf
DOI
10.1109/ROSE.2011.6058527
Filename
6058527
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