Hendrik Vincent Koops

On the Geometry of Music Bandwidth Extension in Latent Spaces of Audio Codecs

Recent audio restoration increasingly relies on large-scale conditional latent generative modeling, including diffusion, Schrodinger Bridges, and Flow Matching variants, to invert degradations such as bandwidth limitation or noise. We present an analysis of the performance of various state-of-the-art methods compared t...