Vadim Rozenfeld

Conformal Prediction for Manifold-based Source Localization with Gaussian Processes

We address the problem of uncertainty quantification (UQ) in the localization of a sound source within adverse acoustic environments. Estimating the position of the source is influenced by various factors, such as noise and reverberation, leading to significant uncertainty. Quantifying this uncertai…