Gaussian Process Models for HRTF based Sound-Source Localization and Active-Learning

no code implementations • 11 Feb 2015 • Yuancheng Luo, Dmitry N. Zotkin, Ramani Duraiswami

From a machine learning perspective, the human ability localize sounds can be modeled as a non-parametric and non-linear regression problem between binaural spectral features of sound received at the ears (input) and their sound-source directions (output).

Active Learning regression