A full list of publications of Gaël Richard can be found on his web page
*Funded/Co-funded by the European Union (ERC, HI-Audio, 101052978). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Research Council. Neither the European Union nor the granting authority can be held responsible for them*
Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gael Richard. WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion. 2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024), Sep 2024, London (UK), United Kingdom. ⟨hal-04685184⟩
Benoît Giniès, Xiaoyu Bie, Olivier Fercoq, Gaël Richard, Using Random codebooks for random neural autoencoders, European Signal Processing Conference (EUSIPCO), Sept. 2024 Lyon, France. ⟨hal-04705811⟩
Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard. Speech dereverberation constrained on room impulse response characteristics. INTERSPEECH, Sep 2024, Kos Island, Greece. ⟨hal-04640068⟩
Gaël Richard, Vincent Lostanlen, Yi-Hsuan Yang, Meinard Müller. Model-Based Deep Learning for Music Information Research. IEEE Signal Processing Magazine, In press. ⟨hal-04611461v2⟩
Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard. GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul (Korea), South Korea. ⟨hal-04424100⟩
Bernardo Torres, Geoffroy Peeters, Gaël Richard. Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul, South Korea. ⟨hal-04358467v3⟩
Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard. SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul (Korea), South Korea. ⟨hal-04423979⟩
Gaël Richard, Pierre Chouteau, Bernardo Torres. A fully differentiable model for unsupervised singing voice separation. IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2024, Seoul, South Korea. ⟨hal-04356813v2⟩
Manvi Agarwal, Changhong Wang, Gaël Richard. Structure-informed Positional Encoding for Music Generation. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024. ⟨hal-04432659v2⟩
Changhong Wang, Gaël Richard, Brian Mcfee. Transfer Learning and Bias Correction with Pre-trained Audio Embeddings. The 24th conference of the International Society for Music Information Retrieval (ISMIR), Nov 2023, Milan, Italy. ⟨hal-04160013⟩
Bernardo Torres, Stefan Lattner, Gaël Richard. Singer Identity Representation Learning using Self-Supervised Techniques. International Society for Music Information Retrieval Conference (ISMIR 2023), Nov 2023, Milan, Italy. ⟨hal-04186048⟩
Jose Manuel Gil Panal, Aurélien David, Gaël Richard. The HI-Audio Online platform for distributed music crowdsourcing database collection. Late Breaking Demo – International Society for Music Information Retrieval Conference (ISMIR), Nov 2023, Milan (Italie), Italy. ⟨hal-04265346⟩
K. Schulze-Forster, G. Richard, L. Kelley, C. S. J. Doire and R. Badeau, “Unsupervised Music Source Separation Using Differentiable Parametric Source Models,” in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, pp. 1276-1289, 2023, doi: 10.1109/TASLP.2023.3252272. (Open Access)