CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis. - Simon Rouard; Gaëtan Hadjeres (ISMIR, 2021)

Hybrid Transformers for Music Source Separation. - Simon Rouard; Francisco Massa; Alexandre Défossez (ICASSP, 2023)

An Independence-promoting Loss for Music Generation with Language Models. - Jean-Marie Lemercier; Simon Rouard; Jade Copet; Yossi Adi; Alexandre Défossez (ICML, 2024)

Audio Conditioning for Music Generation via Discrete Bottleneck Features. - Simon Rouard; Yossi Adi; Jade Copet; Axel Roebel; Alexandre Défossez (ISMIR, 2024)

MusicGen-Stem: Multi-stem music generation and edition through autoregressive modeling. - Simon Rouard; Robin San Roman; Yossi Adi; Axel Roebel (ICASSP, 2025)