27 Einträge gefunden

1. Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters

   1. Tesch, Kristina
   2. Gerkmann, Timo

   2024 - Forschungsinformationssystem der UHH
2. DriftRec:Adapting Diffusion Models to Blind JPEG Restoration

   1. Welker, Simon
   2. Chapman, Henry N.
   3. Gerkmann, Timo

   2024 - Forschungsinformationssystem der UHH
3. Causal Diffusion Models for Generalized Speech Enhancement

   1. Richter, Julius
   2. Welker, Simon
   3. Lemercier, Jean Marie
   4. Lay, Bunlong
   5. Peer, Tal
   6. Gerkmann, Timo

   2024 - Forschungsinformationssystem der UHH - frei zugänglich
4. A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices

   1. Lemercier, Jean-Marie
   2. Thiemann, Joachim
   3. Koning, Raphael
   4. Gerkmann, Timo

   2023 - Forschungsinformationssystem der UHH - frei zugänglich
5. Integrating Uncertainty Into Neural Network-Based Speech Enhancement

   1. Fang, Huajian
   2. Becker, Dennis
   3. Wermter, Stefan
   4. Gerkmann, Timo

   2023 - Forschungsinformationssystem der UHH - frei zugänglich
6. StoRM: A Diffusion-Based Stochastic Regeneration Model for Speech Enhancement and Dereverberation

   1. Lemercier, Jean-Marie
   2. Richter, Julius
   3. Welker, Simon
   4. Gerkmann, Timo

   2023 - Forschungsinformationssystem der UHH
7. Speech Enhancement and Dereverberation With Diffusion-Based Generative Models

   1. Richter, Julius
   2. Welker, Simon
   3. Lemercier, Jean-Marie
   4. Lay, Bunlong
   5. Gerkmann, Timo

   2023 - Forschungsinformationssystem der UHH
8. Diffusion Posterior Sampling for Informed Single-Channel Dereverberation

   1. Lemercier, Jean-Marie
   2. Welker, Simon
   3. Gerkmann, Timo

   2023 - Forschungsinformationssystem der UHH
9. Phase-aware deep speech enhancement: It's all about the frame length

   1. Peer, Tal
   2. Gerkmann, Timo

   2022 - Forschungsinformationssystem der UHH - frei zugänglich
10. Insights Into Deep Non-Linear Filters for Improved Multi-Channel Speech Enhancement

    1. Tesch, Kristina
    2. Gerkmann, Timo

    2022 - Forschungsinformationssystem der UHH
11. Intelligibility Prediction of Speech Reconstructed From Its Magnitude or Phase

    1. Peer, Tal
    2. Gerkmann, Timo

    2021 - Forschungsinformationssystem der UHH
12. SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement

    1. Rehr, Robert
    2. Gerkmann, Timo

    2021 - Forschungsinformationssystem der UHH
13. Efficient Joint Estimation of Tracer Distribution and Background Signals in Magnetic Particle Imaging Using a Dictionary Approach

    1. Knopp, Tobias
    2. Grosser, Mirco
    3. Graeser, Matthias
    4. Gerkmann, Timo
    5. Moddel, Martin

    2021 - Forschungsinformationssystem der UHH
14. MP-SSPfM-2020: Real-Time DNN-based Speech Separation : Signal Processing (SP)

    1. Gerkmann, Timo
    2. Tesch, Kristina
    3. Ditter, David
    4. Carbajal, Guillaume

    2021 - Lecture2Go UHH - frei zugänglich
15. A Survey on Probabilistic Models in Human Perception and Machines

    1. Li, Lux
    2. Rehr, Robert
    3. Bruns, Patrick
    4. Gerkmann, Timo
    5. Röder, Brigitte

    2020 - Forschungsinformationssystem der UHH - frei zugänglich
16. Speech Separation Demo : Signal Processing (SP)

    1. Gerkmann, Timo

    2020 - Lecture2Go UHH - frei zugänglich
17. On the Importance of Super-Gaussian Speech Priors for Machine-Learning Based Speech Enhancement

    1. Rehr, Robert
    2. Gerkmann, Timo

    2018 - Forschungsinformationssystem der UHH
18. Nonlinear Speech Enhancement Under Speech PSD Uncertainty

    1. Krawczyk-Becker, Martin
    2. Gerkmann, Timo

    2018 - Forschungsinformationssystem der UHH
19. A Study on the Benefits of Phase-Aware Speech Enhancement in Challenging Noise Scenarios

    1. Krawczyk-becker, Martin
    2. Gerkmann, Timo

    2018 - Forschungsinformationssystem der UHH
20. On Speech Enhancement Under PSD Uncertainty

    1. Krawczyk-Becker, Martin
    2. Gerkmann, Timo

    2018 - Forschungsinformationssystem der UHH