Simon Welker
5 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (5)
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Conferences
INTERSPEECH (4)
ICLR (1)
Top co-authors
Keywords
speech enhancement
(4)
score-based generative model
(2)
diffusion model
(2)
stochastic differential equation
(2)
human evaluation
(1)
anechoic speech
(1)
listening test
(1)
instrumental metric
(1)
perceptual evaluation
(1)
complex domain
(1)
brownian bridge
(1)
objective metrics
(1)
prior mismatch
(1)
generative modeling
(1)
complex stft domain
(1)
variational inference
(1)
metric optimization
(1)
speech dataset
(1)
Papers
FlowDec: A flow-based full-band general audio codec with high perceptual quality
ICLR 2025
The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement
INTERSPEECH 2024
EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation
INTERSPEECH 2024
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement
INTERSPEECH 2023
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain
INTERSPEECH 2022