Simon Welker - RankMe

44 papers A* 1A 5Misc 7Journal 28Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Diffusion Buffer for Online Generative Speech Enhancement. CoRR Bunlong Lay, Rostislav Makarov, Simon Welker, Maris Hillemann, Timo Gerkmann
2025	A*	`conf`	FlowDec: A flow-based full-band general audio codec with high perceptual quality. ICLR Simon Welker, Matthew Le, Ricky T. Q. Chen, Wei-Ning Hsu, Timo Gerkmann, Alexander Richard, Yi-Chiao Wu
2025	J	`jnl`	FlowDec: A flow-based full-band general audio codec with high perceptual quality. CoRR Simon Welker, Matthew Le, Ricky T. Q. Chen, Wei-Ning Hsu, Timo Gerkmann, Alexander Richard, Yi-Chiao Wu
2025	A	`conf`	Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech. INTERSPEECH Danilo de Oliveira, Julius Richter, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann
2025	J	`jnl`	Position-Blind Ptychography: Viability of image reconstruction via data-driven variational inference. CoRR Simon Welker, Lorenz Kuger, Tim Roith, Berthy Feng, Martin Burger, Timo Gerkmann, Henry N. Chapman
2025	J	`jnl`	Real-Time Streamable Generative Speech Restoration with Flow Matching. CoRR Simon Welker, Bunlong Lay, Maris Hillemann, Tal Peer, Timo Gerkmann
2025	J	`jnl`	Real-Time Streaming Mel Vocoding with Generative Flow Matching. CoRR Simon Welker, Tal Peer, Timo Gerkmann
2024	Misc	`conf`	A Flexible Online Framework for Projection-Based Stft Phase Retrieval. ICASSP Tal Peer, Simon Welker, Johannes Kolhoff, Timo Gerkmann
2024	—	`conf`	BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models. IWAENC Eloi Moliner, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann, Vesa Välimäki
2024	J	`jnl`	BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models. CoRR Eloi Moliner, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann, Vesa Välimäki
2024	J	`jnl`	Diffusion Models for Audio Restoration. CoRR Jean-Marie Lemercier, Julius Richter, Simon Welker, Eloi Moliner, Vesa Välimäki, Timo Gerkmann
2024	J	`jnl`	Diffusion Models for Audio Restoration: A review [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. IEEE Signal Process. Mag. Jean-Marie Lemercier, Julius Richter, Simon Welker, Eloi Moliner, Vesa Välimäki, Timo Gerkmann
2024	J	`jnl`	DriftRec: Adapting Diffusion Models to Blind JPEG Restoration. IEEE Trans. Image Process. Simon Welker, Henry N. Chapman, Timo Gerkmann
2024	A	`conf`	EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation. INTERSPEECH Julius Richter, Yi-Chiao Wu, Steven Krenn, Simon Welker, Bunlong Lay, Shinji Watanabe, Alexander Richard, Timo Gerkmann
2024	J	`jnl`	EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation. CoRR Julius Richter, Yi-Chiao Wu, Steven Krenn, Simon Welker, Bunlong Lay, Shinji Watanabe, Alexander Richard, Timo Gerkmann
2024	Misc	`conf`	EMOCONV-Diff: Diffusion-Based Speech Emotion Conversion for Non-Parallel and in-the-Wild Data. ICASSP Navin Raj Prabhu, Bunlong Lay, Simon Welker, Nale Lehmann-Willenbrock, Timo Gerkmann
2024	Misc	`conf`	Live Iterative Ptychography with Projection-Based Algorithms. ICASSP Simon Welker, Tal Peer, Henry N. Chapman, Timo Gerkmann
2024	J	`jnl`	Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech. CoRR Danilo de Oliveira, Julius Richter, Jean-Marie Lemercier, Simon Welker, Timo Gerkmann
2024	A	`conf`	The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement. INTERSPEECH Danilo de Oliveira, Simon Welker, Julius Richter, Timo Gerkmann
2024	J	`jnl`	The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement. CoRR Danilo de Oliveira, Simon Welker, Julius Richter, Timo Gerkmann
2024	J	`jnl`	Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models. CoRR Jean-Marie Lemercier, Eloi Moliner, Simon Welker, Vesa Välimäki, Timo Gerkmann
2023	J	`jnl`	A Flexible Online Framework for Projection-Based STFT Phase Retrieval. CoRR Tal Peer, Simon Welker, Johannes Kolhoff, Timo Gerkmann
2023	Misc	`conf`	Analysing Diffusion-based Generative Approaches Versus Discriminative Approaches for Speech Restoration. ICASSP Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann
2023	Misc	`conf`	DiffPhase: Generative Diffusion-Based STFT Phase Retrieval. ICASSP Tal Peer, Simon Welker, Timo Gerkmann
2023	—	`conf`	Diffusion Posterior Sampling for Informed Single-Channel Dereverberation. WASPAA Jean-Marie Lemercier, Simon Welker, Timo Gerkmann
2023	J	`jnl`	Diffusion Posterior Sampling for Informed Single-Channel Dereverberation. CoRR Jean-Marie Lemercier, Simon Welker, Timo Gerkmann
2023	J	`jnl`	EMOCONV-DIFF: Diffusion-based Speech Emotion Conversion for Non-parallel and In-the-wild Data. CoRR Navin Raj Prabhu, Bunlong Lay, Simon Welker, Nale Lehmann-Willenbrock, Timo Gerkmann
2023	A	`conf`	Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement. INTERSPEECH Bunlong Lay, Simon Welker, Julius Richter, Timo Gerkmann
2023	J	`jnl`	Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement. CoRR Bunlong Lay, Simon Welker, Julius Richter, Timo Gerkmann
2023	J	`jnl`	Speech Enhancement and Dereverberation With Diffusion-Based Generative Models. IEEE ACM Trans. Audio Speech Lang. Process. Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann
2023	Misc	`conf`	Speech Signal Improvement Using Causal Generative Diffusion Models. ICASSP Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann
2023	J	`jnl`	Speech Signal Improvement Using Causal Generative Diffusion Models. CoRR Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann
2023	J	`jnl`	StoRM: A Diffusion-Based Stochastic Regeneration Model for Speech Enhancement and Dereverberation. IEEE ACM Trans. Audio Speech Lang. Process. Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann
2022	J	`jnl`	Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration. CoRR Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann
2022	—	`conf`	Beyond Griffin-LIM: Improved Iterative Phase Retrieval for Speech. IWAENC Tal Peer, Simon Welker, Timo Gerkmann
2022	J	`jnl`	Beyond Griffin-Lim: Improved Iterative Phase Retrieval for Speech. CoRR Tal Peer, Simon Welker, Timo Gerkmann
2022	Misc	`conf`	Deep Iterative Phase Retrieval for Ptychography. ICASSP Simon Welker, Tal Peer, Henry N. Chapman, Timo Gerkmann
2022	J	`jnl`	Deep Iterative Phase Retrieval for Ptychography. CoRR Simon Welker, Tal Peer, Henry N. Chapman, Timo Gerkmann
2022	J	`jnl`	DiffPhase: Generative Diffusion-based STFT Phase Retrieval. CoRR Tal Peer, Simon Welker, Timo Gerkmann
2022	J	`jnl`	DriftRec: Adapting diffusion models to blind image restoration tasks. CoRR Simon Welker, Henry N. Chapman, Timo Gerkmann
2022	J	`jnl`	Speech Enhancement and Dereverberation with Diffusion-based Generative Models. CoRR Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann
2022	A	`conf`	Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain. INTERSPEECH Simon Welker, Julius Richter, Timo Gerkmann
2022	J	`jnl`	Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain. CoRR Simon Welker, Julius Richter, Timo Gerkmann
2022	J	`jnl`	StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation. CoRR Jean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann