Younghoo Kwon

DeepASA: An Object-Oriented Multi-Purpose Network for Auditory Scene Analysis

We propose DeepASA, a multi-purpose model for auditory scene analysis that performs multi-input multi-output (MIMO) source separation, dereverberation, sound event detection (SED), audio classification, and direction-of-arrival estimation (DoAE) within a unified framework. DeepASA is designed for co…