Concepedia

Simon Welker

SW

Statistics

Publications

13

Citations

653

H-Index

12

Active since

2022

Affiliations

Universität Hamburg(Current)

Center for Free-Electron Laser Science

Simon Welker is an author at Universität Hamburg specializing in speech enhancement, generative modeling, and diffusion models.

Publications per year

2022–2024

13

Publications

13

Speech Enhancement and Dereverberation With Diffusion-Based Generative Models

Julius Richter, Simon Welker, Jean-Marie Lemercier et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2023 · 230 citations

Computing, Computer Science, Computational Acoustics +14

StoRM: A Diffusion-Based Stochastic Regeneration Model for Speech Enhancement and Dereverberation

Jean-Marie Lemercier, Julius Richter, Simon Welker et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2023 · 105 citations

Computing, Computational Engineering, Computational Acoustics +13

Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain

Simon Welker, Julius Richter, Timo Gerkmann · Interspeech 2022 · 2022 · 84 citations

Computing, Computer Science, Machine Learning +15

EMOCONV-Diff: Diffusion-Based Speech Emotion Conversion for Non-Parallel and in-the-Wild Data

Navin Raj Prabhu, Bunlong Lay, Simon Welker et al. · 2024 · 60 citations

Computing, Computer Science, Computational Linguistics +15

EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation

Julius Richter, Yi-Chiao Wu, Steven Krenn et al. · 2024 · 43 citations

Health Professions, Physics, Acoustics +9

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