Distortion Audio Effects: Learning How to Recover the Clean Signal. - Johannes Imort; Giorgio Fabbro; Marco A. Martínez Ramírez; Stefan Uhlich; Yuichiro Koyama; Yuki Mitsufuji (ISMIR, 2022)

Removing Distortion Effects in Music Using Deep Neural Networks. - Johannes Imort; Giorgio Fabbro; Marco A. Martínez Ramírez; Stefan Uhlich; Yuichiro Koyama; Yuki Mitsufuji (CoRR, 2022)

InstrumentGen: Generating Sample-Based Musical Instruments From Text. - Shahan Nercessian; Johannes Imort (CoRR, 2023)

Generating Sample-Based Musical Instruments Using Neural Audio Codec Language Models. - Shahan Nercessian; Johannes Imort; Ninon Devis; Frederik Blang (ISMIR, 2024)

DSP-Informed Bandwidth Extension using Locally-Conditioned Excitation and Linear Time-Varying Filter Subnetworks. - Shahan Nercessian; Alexey Lukin; Johannes Imort (IWAENC, 2024)