| Speech enhancement and dereverberation with diffusion-based generative models J Richter, S Welker, JM Lemercier, B Lay, T Gerkmann IEEE/ACM Transactions on Audio, Speech, and Language Processing 31, 2351-2364, 2023 | 195 | 2023 |
| StoRM: A diffusion-based stochastic regeneration model for speech enhancement and dereverberation JM Lemercier, J Richter, S Welker, T Gerkmann IEEE/ACM Transactions on Audio, Speech, and Language Processing 31, 2724-2737, 2023 | 86 | 2023 |
| Speech separation using an asynchronous fully recurrent convolutional neural network X Hu, K Li, W Zhang, Y Luo, JM Lemercier, T Gerkmann Advances in Neural Information Processing Systems 34, 22509-22522, 2021 | 53 | 2021 |
| Analysing diffusion-based generative approaches versus discriminative approaches for speech restoration JM Lemercier, J Richter, S Welker, T Gerkmann ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 39 | 2023 |
| Diffusion Models for Audio Restoration: A review [Special Issue On Model-Based and Data-Driven Audio Signal Processing] JM Lemercier, J Richter, S Welker, E Moliner, V Välimäki, T Gerkmann IEEE Signal Processing Magazine 41 (6), 72-84, 2025 | 12 | 2025 |
| Single and few-step diffusion for generative speech enhancement B Lay, JM Lermercier, J Richter, T Gerkmann ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 10 | 2024 |
| Causal Diffusion Models for Generalized Speech Enhancement J Richter, S Welker, JM Lemercier, B Lay, T Peer, T Gerkmann IEEE Open Journal of Signal Processing, 2024 | 8 | 2024 |
| BUDDy: Single-channel blind unsupervised dereverberation with diffusion models E Moliner, JM Lemercier, S Welker, T Gerkmann, V Välimäki 2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC …, 2024 | 7 | 2024 |
| Customizable End-To-End Optimization Of Online Neural Network-Supported Dereverberation For Hearing Devices JM Lemercier, J Thiemann, R Koning, T Gerkmann ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
| Diffusion posterior sampling for informed single-channel dereverberation JM Lemercier, S Welker, T Gerkmann 2023 IEEE Workshop on Applications of Signal Processing to Audio and …, 2023 | 6 | 2023 |
| On the Behavior of Intrusive and Non-intrusive Speech Enhancement Metrics in Predictive and Generative Settings D de Oliveira, J Richter, JM Lemercier, T Peer, T Gerkmann Speech Communication; 15th ITG Conference, 260-264, 2023 | 5 | 2023 |
| Speech Signal Improvement Using Causal Generative Diffusion Models J Richter, S Welker, JM Lemercier, B Lay, T Peer, T Gerkmann ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 5 | 2023 |
| A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices JM Lemercier, J Thiemann, R Koning, T Gerkmann EURASIP Journal on Audio, Speech, and Music Processing 2023 (1), 18, 2023 | 5 | 2023 |
| Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models JM Lemercier, E Moliner, S Welker, V Välimäki, T Gerkmann arXiv preprint arXiv:2408.07472, 2024 | 3 | 2024 |
| An Independence-promoting Loss for Music Generation with Language Models JM Lemercier, S Rouard, J Copet, Y Adi, A Défossez ICML 2024, 2024 | 3 | 2024 |
| Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation JM Lemercier, J Tobergte, T Gerkmann arXiv preprint arXiv:2303.00529, 2023 | 2 | 2023 |
| Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments JM Lemercier, J Thiemann, R Koning, T Gerkmann ISCA Interspeech 2022, 2022 | 2 | 2022 |
| Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model JM Lemercier, J Thiemann, R Koning, T Gerkmann Speech Communication; 15th ITG Conference, 116-120, 2023 | 1 | 2023 |
| HRTF Estimation using a Score-based Prior E Thuillier, JM Lemercier, E Moliner, T Gerkmann, V Välimäki ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025 | | 2025 |
| Diffusion Models for Audio Restoration: A review [Special Issue On Model-Based and Data-Driven Audio Signal Processing] JM Lemercier, J Richter, S Welker, E Moliner, V Välimäki, T Gerkmann IEEE Signal Processing Magazine 41 (6), 72-84, 2025 | | 2025 |
