| 2025 | ICASSP | Investigating Training Objectives for Generative Speech Enhancement. | Julius Richter, Danilo de Oliveira, Timo Gerkmann |
| 2025 | Interspeech | Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech. | Danilo de Oliveira, Julius Richter, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann |
| 2024 | ICASSP | Single and Few-Step Diffusion for Generative Speech Enhancement. | Bunlong Lay, Jean-Marie Lemercier, Julius Richter, Timo Gerkmann |
| 2024 | Interspeech | The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement. | Danilo de Oliveira, Simon Welker, Julius Richter, Timo Gerkmann |
| 2024 | Interspeech | EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation. | Julius Richter, Yi-Chiao Wu, Steven Krenn, Simon Welker, Bunlong Lay, Shinji Watanabe, Alexander Richard, Timo Gerkmann |
| 2023 | ICASSP | Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration. | Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann |
| 2023 | ICASSP | Speech Signal Improvement Using Causal Generative Diffusion Models. | Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann |
| 2023 | Interspeech | Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement. | Bunlong Lay, Simon Welker, Julius Richter, Timo Gerkmann |
| 2023 | Interspeech | Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model. | Hctor Martel, Julius Richter, Kai Li, Xiaolin Hu, Timo Gerkmann |
| 2022 | IJCNN | Continuous Phoneme Recognition based on Audio-Visual Modality Fusion. | Julius Richter, Jeanine Liebold, Timo Gerkmann |
| 2022 | Interspeech | Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain. | Simon Welker, Julius Richter, Timo Gerkmann |
| 2021 | ICASSP | Guided Variational Autoencoder for Speech Enhancement with a Supervised Classifier. | Guillaume Carbajal, Julius Richter, Timo Gerkmann |
| 2020 | ICPR | Improving mix-and-separate training in audio-visual sound source separation with an object prior. | Quan Nguyen, Julius Richter, Mikko Lauri, Timo Gerkmann, Simone Frintrop |
| 2020 | Interspeech | Speech Enhancement with Stochastic Temporal Convolutional Networks. | Julius Richter, Guillaume Carbajal, Timo Gerkmann |