Low-Latency Neural Models for Real-Time Music Enhancement
Emmanouil Karystinaios, Jonathan Greif, David Nadrchal, Paul Primus, Gerhard Widmer
July, 2026Abstract
A benchmark compares causal enhancement models on musical recordings and examines how restoration quality varies with the degradation, dataset, and evaluation metric.
Publication
arXiv preprint

Senior Machine Learning Engineer and Postdoctoral Researcher
I work in music information retrieval as a Senior Machine Learning Engineer at Muse Group and a part-time Postdoctoral Researcher at Johannes Kepler University Linz.