Stefan Uhlich

Open-Unmix - A Reference Implementation for Music Source Separation

Fabian-Robert Stöter, Stefan Uhlich, Antoine Liutkus et al. · The Journal of Open Source Software · 2019 · 266 citations · Full text

Humanities, Musicology, Machine Learning +13

Improving music source separation based on deep neural networks through data augmentation and network blending

Stefan Uhlich, Marcello Porcu, Franck Giron et al. · 2017 · 194 citations

Computing, Computer Science, Machine Learning +14

Deep neural network based instrument extraction from music

Stefan Uhlich, Franck Giron, Yuki Mitsufuji · 2015 · 108 citations

Computing, Computer Science, Machine Learning +12

Music Demixing Challenge 2021

Yuki Mitsufuji, Giorgio Fabbro, Stefan Uhlich et al. · Frontiers in Signal Processing · 2022 · 59 citations · Full text

Computing, Computer Science, Ensemble Performance +12

Mixed Precision DNNs: All you need is a good parametrization

Stefan Uhlich, Lukas Mauch, Fabien Cardinaux et al. · arXiv (Cornell University) · 2019 · 51 citations · Full text

Computing, Computer Engineering, Computer Science +12