Title :
Pitch and TDOA-based localization of acoustic sources with distributed arrays
Author :
Hansen, Martin Weiss ; Jensen, Jesper Rindom ; Christensen, Mads Graesboll
Author_Institution :
Audio Anal. Lab., Aalborg Univ., Aalborg, Denmark
Abstract :
In this paper, a method for acoustic source localization using distributed microphone arrays based on time-differences of arrival (TDOAs) is presented. The TDOAs are used to estimate the location of an acoustic source using a recently proposed method, based on a 4D parameter space defined by the 3D location of the source, and the TDOAs. The performance of the proposed method for acoustic source localization is compared to the performance of a method based on generalized cross-correlation with phase transform (GCC-PHAT) using synthetic and speech signals with varying source position. Results show a decrease in the error of the estimated position when the proposed method is used.
Keywords :
acoustic radiators; direction-of-arrival estimation; microphone arrays; time-of-arrival estimation; 4D parameter space; GCC-PHAT; TDOA localization; acoustic source localization; distributed microphone arrays; generalized cross-correlation; location estimation; phase transform; pitch localization; speech signals; synthetic signals; time-differences of arrival localization; Acoustic arrays; Acoustics; Maximum likelihood estimation; Microphone arrays; Speech; Acoustic source localization; TDOA estimation; distributed microphone arrays; pitch estimation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178454