| 2025 | MMSP | Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR. | Can Cui, Paul Magron, Mostafa Sadeghi, Emmanuel Vincent |
| 2025 | MMSP | Frequency-Weighted Training Losses for Phoneme-Level DNN-based Speech Enhancement. | Nasser-Eddine Monir, Paul Magron, Romain Serizel |
| 2022 | Interspeech | A Sparsity-promoting Dictionary Model for Variational Autoencoders. | Mostafa Sadeghi, Paul Magron |
| 2021 | ICASSP | Leveraging the Structure of Musical Preference in Content-Aware Music Recommendation. | Paul Magron, Cdric Fvotte |
| 2021 | ICASSP | Phase Recovery with Bregman Divergences for Audio Source Separation. | Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cdric Fvotte |
| 2018 | ICASSP | Bayesian Anisotropic Gaussian Model for Audio Source Separation. | Paul Magron, Tuomas Virtanen |
| 2018 | Interspeech | Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation. | Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen |
| 2018 | Interspeech | Expectation-Maximization Algorithms for Itakura-Saito Nonnegative Matrix Factorization. | Paul Magron, Tuomas Virtanen |
| 2017 | ICASSP | Phase-dependent anisotropic Gaussian model for audio source separation. | Paul Magron, Roland Badeau, Bertrand David |
| 2016 | ICASSP | Complex NMF under phase constraints based on signal modeling: Application to audio source separation. | Paul Magron, Roland Badeau, Bertrand David |
| 2016 | ICASSP | Common fate model for unison source separation. | Fabian-Robert Stter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron |
| 2015 | ICASSP | Phase recovery in NMF for audio source separation: An insightful benchmark. | Paul Magron, Roland Badeau, Bertrand David |