3D DOA ESTIMATION OF MULTIPLE SOUND SOURCES BASED ON SPATIALLY CONSTRAINED BEAMFORMING DRIVEN BY INTENSITY VECTORS
- 1. FORTH-ICS, Heraklion, Crete, GR-70013, Greece
- 2. Aalto University, Department of Signal Processing and Acoustics, Espoo, FI-00076, Finland
Description
Sound source localization in three dimensions with micro- phone arrays is an active field of research, applicable in sound enhancement, source separation, sound field analysis and teleconferencing systems. In this contribution we pro- pose a method for three dimensional, multiple sound source localization in reverberant environments employing a spa- tially constrained steered response beamformer on the DOA estimates of the intensity vector. The method enhances signif- icantly previously proposed work by the authors which was relying solely on intensity vector estimates. Experiments are performed in both simulated and real acoustical environments with a spherical microphone array, for multiple sound sources under different reverberation and signal-to-noise ratio (SNR) conditions. The performance of the proposed method is com- pared with our previously proposed work and a subspace method in the spherical harmonic domain which utilizes the direct-path dominance test. The results demonstrate a signifi- cant improvement in terms of localization accuracy.
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