| 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 Enhancement with Score-Based Generative Models in the Complex STFT Domain S Welker, J Richter, T Gerkmann Interspeech 2022, 23rd Annual Conference of the International Speech …, 2022 | 64 | 2022 |
| 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 |
| Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement B Lay, S Welker, J Richter, T Gerkmann arXiv preprint arXiv:2302.14748, 2023 | 11 | 2023 |
| Driftrec: Adapting diffusion models to blind image restoration tasks S Welker, HN Chapman, T Gerkmann arXiv preprint arXiv:2211.06757 2, 2022 | 10 | 2022 |
| Beyond Griffin-Lim: Improved Iterative Phase Retrieval for Speech T Peer, S Welker, T Gerkmann 17th International Workshop on Acoustic Signal Enhancement, IWAENC 2022, 1-5, 2022 | 9 | 2022 |
| DiffPhase: Generative Diffusion-Based STFT Phase Retrieval T Peer, S Welker, T Gerkmann ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 7 | 2023 |
| Deep Iterative Phase Retrieval for Ptychography S Welker, T Peer, HN Chapman, T Gerkmann ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 5 | 2022 |
| DriftRec: Adapting diffusion models to blind JPEG restoration S Welker, HN Chapman, T Gerkmann arXiv preprint arXiv:2211.06757, 2022 | 4 | 2022 |
| CMInject: Python framework for the numerical simulation of nanoparticle injection pipelines S Welker, M Amin, J Küpper Computer Physics Communications 270, 108138, 2022 | 4 | 2022 |
| 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 |
| Blind Drifting: Diffusion models with a linear SDE drift term for blind image restoration tasks S Welker, HN Chapman, T Gerkmann The Symbiosis of Deep Learning and Differential Equations II, 2022 | 3 | 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 | 2 | 2023 |
| Live Iterative Ptychography with projection-based algorithms S Welker, T Peer, HN Chapman, T Gerkmann ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
| EMOCONV-Diff: Diffusion-Based Speech Emotion Conversion for Non-Parallel and in-the-Wild Data NR Prabhu, B Lay, S Welker, N Lehmann-Willenbrock, T Gerkmann ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
| A Flexible Online Framework for Projection-Based STFT Phase Retrieval T Peer, S Welker, J Kolhoff, T Gerkmann ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
| 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 |
| 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 |
Timo GerkmannSignal Processing, Computer Science Department, Universität Hamburg, GermanyVerified email at uni-hamburg.de
