Deep Learning-Based 2D Speaker Localization with Large Ad-hoc Microphone Arrays

A novel deep learning-based method for 2D speaker localization using large-scale ad-hoc microphone arrays, which integrates CNN-based DOA estimation, triangulation, and clustering techniques to accurately estimate speaker positions.