![](https://dblp.uni-trier.de./img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de./img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de./img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de./img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de./img/search.dark.16x16.png)
default search action
Simon Welker
Person information
Refine list
![note](https://dblp.uni-trier.de./img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j4]Simon Welker
, Henry N. Chapman
, Timo Gerkmann
:
DriftRec: Adapting Diffusion Models to Blind JPEG Restoration. IEEE Trans. Image Process. 33: 2795-2807 (2024) - [c11]Tal Peer, Simon Welker, Johannes Kolhoff, Timo Gerkmann:
A Flexible Online Framework for Projection-Based Stft Phase Retrieval. ICASSP 2024: 846-850 - [c10]Simon Welker, Tal Peer, Henry N. Chapman, Timo Gerkmann:
Live Iterative Ptychography with Projection-Based Algorithms. ICASSP 2024: 2455-2459 - [c9]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 - [i17]Jean-Marie Lemercier, Julius Richter, Simon Welker, Eloi Moliner, Vesa Välimäki, Timo Gerkmann:
Diffusion Models for Audio Restoration. CoRR abs/2402.09821 (2024) - [i16]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) - [i15]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) - [i14]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) - 2023
- [j3]Julius Richter
, Simon Welker
, Jean-Marie Lemercier
, Bunlong Lay
, Timo Gerkmann
:
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2351-2364 (2023) - [j2]Jean-Marie Lemercier
, Julius Richter
, Simon Welker
, Timo Gerkmann
:
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
, Timo Gerkmann:
Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration. ICASSP 2023: 1-5 - [c7]Tal Peer, Simon Welker
, Timo Gerkmann:
DiffPhase: Generative Diffusion-Based STFT Phase Retrieval. ICASSP 2023: 1-5 - [c6]Julius Richter, Simon Welker
, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann:
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
, Muhamed Amin
, Jochen Küpper
:
CMInject: Python framework for the numerical simulation of nanoparticle injection pipelines. Comput. Phys. Commun. 270: 108138 (2022) - [c3]Simon Welker
, Tal Peer, Henry N. Chapman
, Timo Gerkmann
:
Deep Iterative Phase Retrieval for Ptychography. ICASSP 2022: 1591-1595 - [c2]Simon Welker
, Julius Richter, Timo Gerkmann:
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain. INTERSPEECH 2022: 2928-2932 - [c1]Tal Peer, Simon Welker
, Timo Gerkmann:
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)
Coauthor Index
![](https://dblp.uni-trier.de./img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-08 20:11 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint