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Lobato: Improving sound source localization and characterization with machine learning techniques
Lobato: Improving sound source localization and characterization with machine learning techniques
is thesis addresses key challenges in acoustics applications like troubleshooting, product optimization, and sound source modeling, focusing on the localization and characterization of sound sources using Beamforming techniques and an improved regularization of inverse methods. Traditional Beamforming methods, while effective in identifying main radiating sources, are limited by the array size and density, which affects […]