Evaluating Human-AI Interaction via Usability, User Experience and Acceptance Measures for MMM-C: A Creative AI System for Music Composition. - Renaud Bougueng Tchemeube; Jeffrey Ens; Cale Plut; Philippe Pasquier; Maryam Safi; Yvan Grabit; Jean-Baptiste Rolland (IJCAI, 2023)

Adoption of AI Technology in the Music Mixing Workflow: An Investigation. - Soumya Sai Vanka; Maryam Safi; Jean-Baptiste Rolland; George Fazekas (CoRR, 2023)

The Role of Communication and Reference Songs in the Mixing Process: Insights from Professional Mix Engineers. - Soumya Sai Vanka; Maryam Safi; Jean-Baptiste Rolland; György Fazekas (CoRR, 2023)

MIDI-GPT: A Controllable Generative Model for Computer-Assisted Multitrack Music Composition. - Philippe Pasquier; Jeff Ens; Nathan Fradet; Paul Triana; Davide Rizzotti; Jean-Baptiste Rolland; Maryam Safi (AAAI, 2025)