Julius Richter

41 papers A 7B 2Misc 5Journal 26Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ArtiFree: Detecting and Reducing Generative Artifacts in Diffusion-based Speech Enhancement. CoRR Bhawana Chhaglani, Yang Gao, Julius Richter, Xilin Li, Syavosh Zadissa, Tarun Pruthi, Andrew Lovitt
2025	Misc	`conf`	Investigating Training Objectives for Generative Speech Enhancement. ICASSP Julius Richter, Danilo de Oliveira, Timo Gerkmann
2025	J	`jnl`	LipDiffuser: Lip-to-Speech Generation with Conditional Diffusion Models. CoRR Danilo de Oliveira, Julius Richter, Tal Peer, Timo Gerkmann
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`	Normalize Everything: A Preconditioned Magnitude-Preserving Architecture for Diffusion-Based Speech Enhancement. CoRR Julius Richter, Danilo de Oliveira, Timo Gerkmann
2025	J	`jnl`	Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning. CoRR Apoorv Vyas, Heng-Jui Chang, Cheng-Fu Yang, Po-Yao Huang, Luya Gao, Julius Richter, Sanyuan Chen, Matt Le, Piotr Dollár, Christoph Feichtenhofer, Ann Lee, Wei-Ning Hsu
2025	J	`jnl`	ReverbFX: A Dataset of Room Impulse Responses Derived from Reverb Effect Plugins for Singing Voice Dereverberation. CoRR Julius Richter, Till Svajda, Timo Gerkmann
2025	J	`jnl`	SAM Audio: Segment Anything in Audio. CoRR Bowen Shi, Andros Tjandra, John Hoffman, Helin Wang, Yi-Chiao Wu, Luya Gao, Julius Richter, Matt Le, Apoorv Vyas, Sanyuan Chen, Christoph Feichtenhofer, Piotr Dollár, Wei-Ning Hsu, Ann Lee
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	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	J	`jnl`	Investigating Training Objectives for Generative Speech Enhancement. CoRR Julius Richter, Danilo de Oliveira, 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	Misc	`conf`	Single and Few-Step Diffusion for Generative Speech Enhancement. ICASSP Bunlong Lay, Jean-Marie Lemercier, Julius Richter, 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
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	J	`jnl`	Audio-Visual Speech Enhancement with Score-Based Generative Models. CoRR Julius Richter, Simone Frintrop, Timo Gerkmann
2023	A	`conf`	Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model. INTERSPEECH Héctor Martel, Julius Richter, Kai Li, Xiaolin Hu, Timo Gerkmann
2023	J	`jnl`	Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model. CoRR Héctor Martel, Julius Richter, Kai Li, Xiaolin Hu, Timo Gerkmann
2023	J	`jnl`	On the Behavior of Intrusive and Non-intrusive Speech Enhancement Metrics in Predictive and Generative Settings. CoRR Danilo de Oliveira, Julius Richter, Jean-Marie Lemercier, Tal Peer, 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`	Single and Few-step Diffusion for Generative Speech Enhancement. CoRR Bunlong Lay, Jean-Marie Lemercier, 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	B	`conf`	Continuous Phoneme Recognition based on Audio-Visual Modality Fusion. IJCNN Julius Richter, Jeanine Liebold, 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
2021	—	`conf`	Disentanglement Learning for Variational Autoencoders Applied to Audio-Visual Speech Enhancement. WASPAA Guillaume Carbajal, Julius Richter, Timo Gerkmann
2021	J	`jnl`	Disentanglement Learning for Variational Autoencoders Applied to Audio-Visual Speech Enhancement. CoRR Guillaume Carbajal, Julius Richter, Timo Gerkmann
2021	J	`jnl`	Guided Variational Autoencoder for Speech Enhancement With a Supervised Classifier. CoRR Guillaume Carbajal, Julius Richter, Timo Gerkmann
2021	Misc	`conf`	Guided Variational Autoencoder for Speech Enhancement with a Supervised Classifier. ICASSP Guillaume Carbajal, Julius Richter, Timo Gerkmann
2020	B	`conf`	Improving mix-and-separate training in audio-visual sound source separation with an object prior. ICPR Quan Nguyen, Julius Richter, Mikko Lauri, Timo Gerkmann, Simone Frintrop
2020	A	`conf`	Speech Enhancement with Stochastic Temporal Convolutional Networks. INTERSPEECH Julius Richter, Guillaume Carbajal, Timo Gerkmann