Bachelor Theses – OfferedGenerative Models for Audio Inverse Problems
Description Inverse problems concern the estimation of an unobserved signal from degraded observations produced by a forward process. Such problems are inherently challenging, as the inverse mapping is often ill-posed: solutions may be non-unique, unstable, or may not exist. In the audio domain, examples include stem separation, dereverberation, denoising, and timbre transfer. Recent approaches address […]Description Inverse problems concern the estimation of an unobserved signal from degraded observations produced by a forward process. Such problems are inherently challenging, as the inverse mapping is often ill-posed: solutions may be non-unique, unstable, or may not exist. In the audio domain, examples include stem separation, dereverberation, denoising, and timbre transfer. Recent approaches address […]
