Xiang-Wei Zhou

A Hybrid Classical-Learning Framework for Adaptive Decision Directed Speech Enhancement

An Adaptive Beta-Constrained Decision-Directed (ABCDD) speech enhancement framework that extends the conventional DD method through a frame-dependent lower gain bound and combines interpretable classical enhancement structure with lightweight machine-learning-based parameter adaptation provides an effective and practic...