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Simon Welker
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2020 – today
- 2024
- [j4]Simon Welker
, Henry N. Chapman
DriftRec: Adapting Diffusion Models to Blind JPEG Restoration. IEEE Trans. Image Process. 33: 2795-2807 (2024) - [c12]Tal Peer, Simon Welker, Johannes Kolhoff, Timo Gerkmann:
A Flexible Online Framework for Projection-Based Stft Phase Retrieval. ICASSP 2024: 846-850 - [c11]Simon Welker, Tal Peer, Henry N. Chapman, Timo Gerkmann:
Live Iterative Ptychography with Projection-Based Algorithms. ICASSP 2024: 2455-2459 - [c10]Navin Raj Prabhu, Bunlong Lay, Simon Welker, Nale Lehmann-Willenbrock, Timo Gerkmann:
EMOCONV-Diff: Diffusion-Based Speech Emotion Conversion for Non-Parallel and in-the-Wild Data. ICASSP 2024: 11651-11655 - [c9]Eloi Moliner, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann, Vesa Välimäki:
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models. IWAENC 2024: 120-124 - [i19]Jean-Marie Lemercier, Julius Richter, Simon Welker, Eloi Moliner, Vesa Välimäki, Timo Gerkmann:
Diffusion Models for Audio Restoration. CoRR abs/2402.09821 (2024) - [i18]Eloi Moliner, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann, Vesa Välimäki:
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models. CoRR abs/2405.04272 (2024) - [i17]Danilo de Oliveira, Simon Welker, Julius Richter, Timo Gerkmann:
The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement. CoRR abs/2406.03460 (2024) - [i16]Julius Richter, Yi-Chiao Wu, Steven Krenn, Simon Welker, Bunlong Lay, Shinji Watanabe, Alexander Richard, Timo Gerkmann:
EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation. CoRR abs/2406.06185 (2024) - [i15]Jean-Marie Lemercier, Eloi Moliner, Simon Welker, Vesa Välimäki, Timo Gerkmann:
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models. CoRR abs/2408.07472 (2024) - [i14]Danilo de Oliveira, Julius Richter, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann:
Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech. CoRR abs/2410.17834 (2024) - 2023
- [j3]Julius Richter
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2351-2364 (2023) - [j2]Jean-Marie Lemercier
StoRM: A Diffusion-Based Stochastic Regeneration Model for Speech Enhancement and Dereverberation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2724-2737 (2023) - [c8]Jean-Marie Lemercier, Julius Richter, Simon Welker
Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration. ICASSP 2023: 1-5 - [c7]Tal Peer, Simon Welker
DiffPhase: Generative Diffusion-Based STFT Phase Retrieval. ICASSP 2023: 1-5 - [c6]Julius Richter, Simon Welker
Speech Signal Improvement Using Causal Generative Diffusion Models. ICASSP 2023: 1-2 - [c5]Bunlong Lay, Simon Welker, Julius Richter, Timo Gerkmann:
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement. INTERSPEECH 2023: 3809-3813 - [c4]Jean-Marie Lemercier, Simon Welker, Timo Gerkmann:
Diffusion Posterior Sampling for Informed Single-Channel Dereverberation. WASPAA 2023: 1-5 - [i13]Bunlong Lay, Simon Welker, Julius Richter, Timo Gerkmann:
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement. CoRR abs/2302.14748 (2023) - [i12]Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann:
Speech Signal Improvement Using Causal Generative Diffusion Models. CoRR abs/2303.08674 (2023) - [i11]Jean-Marie Lemercier, Simon Welker, Timo Gerkmann:
Diffusion Posterior Sampling for Informed Single-Channel Dereverberation. CoRR abs/2306.12286 (2023) - [i10]Tal Peer, Simon Welker, Johannes Kolhoff, Timo Gerkmann:
A Flexible Online Framework for Projection-Based STFT Phase Retrieval. CoRR abs/2309.07043 (2023) - [i9]Navin Raj Prabhu, Bunlong Lay, Simon Welker, Nale Lehmann-Willenbrock, Timo Gerkmann:
EMOCONV-DIFF: Diffusion-based Speech Emotion Conversion for Non-parallel and In-the-wild Data. CoRR abs/2309.07828 (2023) - 2022
- [j1]Simon Welker
CMInject: Python framework for the numerical simulation of nanoparticle injection pipelines. Comput. Phys. Commun. 270: 108138 (2022) - [c3]Simon Welker
Deep Iterative Phase Retrieval for Ptychography. ICASSP 2022: 1591-1595 - [c2]Simon Welker
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain. INTERSPEECH 2022: 2928-2932 - [c1]Tal Peer, Simon Welker
Beyond Griffin-LIM: Improved Iterative Phase Retrieval for Speech. IWAENC 2022: 1-5 - [i8]Simon Welker, Tal Peer, Henry N. Chapman, Timo Gerkmann:
Deep Iterative Phase Retrieval for Ptychography. CoRR abs/2202.10573 (2022) - [i7]Simon Welker, Julius Richter, Timo Gerkmann
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain. CoRR abs/2203.17004 (2022) - [i6]Tal Peer, Simon Welker, Timo Gerkmann
Beyond Griffin-Lim: Improved Iterative Phase Retrieval for Speech. CoRR abs/2205.05496 (2022) - [i5]Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann
Speech Enhancement and Dereverberation with Diffusion-based Generative Models. CoRR abs/2208.05830 (2022) - [i4]Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann:
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration. CoRR abs/2211.02397 (2022) - [i3]Tal Peer, Simon Welker, Timo Gerkmann:
DiffPhase: Generative Diffusion-based STFT Phase Retrieval. CoRR abs/2211.04332 (2022) - [i2]Simon Welker, Henry N. Chapman, Timo Gerkmann:
DriftRec: Adapting diffusion models to blind image restoration tasks. CoRR abs/2211.06757 (2022) - [i1]Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann:
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation. CoRR abs/2212.11851 (2022)
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last updated on 2024-12-01 01:08 CET by the dblp team
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