| 2025 | ICASSP | Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer. | Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk, Eloi Moliner, Chieh-Hsin Lai, Stefan Uhlich, Junghyun Koo, Marco A. Martnez Ramrez, Wei-Hsiang Liao, Giorgio Fabbro, Yuki Mitsufuji |
| 2024 | ECCV | SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning. | Bac Nguyen, Stefan Uhlich, Fabien Cardinaux, Lukas Mauch, Marzieh Edraki, Aaron C. Courville |
| 2023 | ICASSP | Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects. | Junghyun Koo, Marco A. Martnez Ramrez, Wei-Hsiang Liao, Stefan Uhlich, Kyogu Lee, Yuki Mitsufuji |
| 2023 | ICASSP | Autotts: End-to-End Text-to-Speech Synthesis Through Differentiable Duration Modeling. | Bac Nguyen, Fabien Cardinaux, Stefan Uhlich |
| 2023 | ICASSP | Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation. | Bac Nguyen, Stefan Uhlich, Fabien Cardinaux |
| 2022 | ICASSP | Music Source Separation With Deep Equilibrium Models. | Yuichiro Koyama, Naoki Murata, Stefan Uhlich, Giorgio Fabbro, Shusuke Takahashi, Yuki Mitsufuji |
| 2022 | Interspeech | TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation. | Ali Aroudi, Stefan Uhlich, Marc Ferras Font |
| 2021 | ICASSP | All For One And One For All: Improving Music Separation By Bridging Networks. | Ryosuke Sawata, Stefan Uhlich, Shusuke Takahashi, Yuki Mitsufuji |
| 2020 | ICLR | Mixed Precision DNNs: All you need is a good parametrization. | Stefan Uhlich, Lukas Mauch, Fabien Cardinaux, Kazuki Yoshiyama, Javier Alonso Garca, Stephen Tiedemann, Thomas Kemp, Akira Nakamura |
| 2017 | ICASSP | Improving music source separation based on deep neural networks through data augmentation and network blending. | Stefan Uhlich, Marcello Porcu, Franck Giron, Michael Enenkl, Thomas Kemp, Naoya Takahashi, Yuki Mitsufuji |
| 2015 | ICASSP | NMF-based blind source separation using a linear predictive coding error clustering criterion. | Xin Guo, Stefan Uhlich, Yuki Mitsufuji |
| 2015 | ICASSP | Deep neural network based instrument extraction from music. | Stefan Uhlich, Franck Giron, Yuki Mitsufuji |
| 2011 | ICASSP | Recursive estimation of room impulse responses with energy conservation constraints. | Stefan Uhlich, Bin Yang |
| 2009 | ICASSP | MMSE estimation in a linear signal model with ellipsoidal constraints. | Stefan Uhlich, Bin Yang |
| 2008 | ICASSP | A generalized optimal correlating transform for multiple description coding and its theoretical analysis. | Stefan Uhlich, Bin Yang |