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, 2023 | 82 | 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 | 37 | 2021 |
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, 2023 | 28 | 2023 |
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 | 16 | 2023 |
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 |
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 | 4 | 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 | 3 | 2023 |
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 | 2 | 2024 |
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 | 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 |
Diffusion Models for Audio Restoration JM Lemercier, J Richter, S Welker, E Moliner, V Välimäki, T Gerkmann arXiv preprint arXiv:2402.09821, 2024 | 1 | 2024 |
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 | 1 | 2023 |
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation JM Lemercier, J Tobergte, T Gerkmann arXiv preprint arXiv:2303.00529, 2023 | 1 | 2023 |
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 | | 2024 |
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 | | 2023 |
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation JM Lemercier, J Tobergte, T Gerkmann ISCA Interspeech 2023, 2023 | | 2023 |
An Integrated Deep Clustering-Based System for Speaker Count Agnostic Speech Separation JM Lemercier, L Bartel, D Ditter, T Gerkmann Speech Communication; 14th ITG Conference, 1-5, 2021 | | 2021 |
25. Jahrestagung der Deutschen Gesellschaft für Audiologie JM Lemercier, J Thiemann, R Koning, T Gerkmann | | |