Title :
A Bayes-rule based hierarchical system for binaural sound source localization
Author :
Li, Danfeng ; Levinson, Stephen E.
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
A Bayes-rule based hierarchical binaural sound source localization system is proposed. By combining three localization cues: interaural time differences (ITDs), interaural intensity differences (IIDs), and spectral cues, and a hierarchical decision making structure, this system enables a sound source to be located in a 3D space by using only the binaural inputs. Preliminary simulations have shown the effectiveness of this system. It can be used in studying binaural localization mechanism and applications such as in hearing aids and robotics.
Keywords :
Bayes methods; acoustic intensity; acoustic signal processing; decision making; spectral analysis; transfer functions; 3D space; Bayes rule; HRTF; binaural localization; binaural sound source localization; head-related transfer functions; hearing aids; hierarchical decision making structure; interaural intensity difference; interaural time difference; robotics; spectral cues; Acoustic noise; Acoustical engineering; Decision making; Ear; Frequency; Hierarchical systems; Psychology; Reverberation; Transfer functions; Working environment noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1200021
