21 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. 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
3. 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
4. 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
5. Diffusion Posterior Sampling for Informed Single-Channel Dereverberation

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

   2023 - Forschungsinformationssystem der UHH
6. 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

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

   1. Tesch, Kristina
   2. Gerkmann, Timo

   2022 - Forschungsinformationssystem der UHH
8. Phase-aware deep speech enhancement: It's all about the frame length

   1. Peer, Tal
   2. Gerkmann, Timo

   2022 - Forschungsinformationssystem der UHH - frei zugänglich
9. 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
10. SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement

    1. Rehr, Robert
    2. Gerkmann, Timo

    2021 - Forschungsinformationssystem der UHH
11. 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
12. Speech Separation Demo : Signal Processing (SP)

    1. Gerkmann, Timo

    2020 - Lecture2Go UHH - frei zugänglich
13. 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
14. Nonlinear Speech Enhancement Under Speech PSD Uncertainty

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

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

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

    2018 - Forschungsinformationssystem der UHH
16. 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
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. An Analysis of Adaptive Recursive Smoothing with Applications to Noise PSD Estimation

    1. Rehr, Robert
    2. Gerkmann, Timo

    2017 - Forschungsinformationssystem der UHH
19. Synthesis of Perceptually Plausible Multichannel Noise Signals Controlled by Real World Statistical Noise Properties

    1. Adrian, Jens-Alrik
    2. Gerkmann, Timo
    3. van de Par, Steven
    4. Bitzer, Jörg

    2017 - Forschungsinformationssystem der UHH
20. Impulsive Disturbances in Audio Archives: Signal Classification for Automatic Restoration

    1. Brandt, Matthias
    2. Doclo, Simon
    3. Gerkmann, Timo
    4. Bitzer, Joerg

    2017 - Forschungsinformationssystem der UHH