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Acoustic source localization using SRP-PHAT

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Acoustic source localization using SRP-PHAT

by Hoang Do

 

05 Jun 2009 (Updated 13 Jul 2009)

This function locates a single source using a frame of data and M microphones.

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Description

This function localizes a single source from a frame of data received at the microphones. It uses the Steered Response Power with the PHAse Transform (SRP-PHAT) as the functional. The true source location will have the maximum SRP-PHAT value. Stochastic Region Contraction (SRC) is used as the global maximum search algorithm in the function. Using SRC cuts down the computational cost of SRP-PHAT based algorithm by more than 3 orders of magnitude compared to that of a full grid-search.
This work is based on the algorithm presented in:
H. Do, H. F. Silverman, and Y. Yu, “A real-time srp-phat source location implementation using stochastic region contraction(src) on a large-aperture microphone array,” in Proc. IEEE Int. Conf. Acoust. Speech, Signal Process., Honolulu, HI, April 2007, vol. 1, pp. 121–124.

Required Products Signal Processing Toolbox
MATLAB release MATLAB 7.5 (R2007b)
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Updates
13 Jul 2009

Fixed the 1-sample-off inaccuracy of the GCC index.

Tag Activity for this File
Tag Applied By Date/Time
microphone array Hoang Do 05 Jun 2009 15:24:00
speech processing Hoang Do 05 Jun 2009 15:24:01
source localization Hoang Do 05 Jun 2009 15:24:01
signal processing Hoang Do 05 Jun 2009 15:24:01
src Hoang Do 05 Jun 2009 15:24:01
srpphat Hoang Do 05 Jun 2009 15:24:01
source localization hari priya 05 Dec 2011 06:24:55

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