Bunlong Lay

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Stochastic Differential Equations

Noise Reduction

Diffusion Models

Speech Enhancement

Top Venues

Publications

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 (2024)
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)
Bunlong Lay, Sebastian Zaczek, Kristina Tesch, Timo Gerkmann
Robustness of Speech Separation Models for Similar-pitch Speakers. CoRR (2024)
Bunlong Lay, Timo Gerkmann
An Analysis of the Variance of Diffusion-based Speech Enhancement. CoRR (2024)
Bunlong Lay, Jean-Marie Lemercier, Julius Richter, Timo Gerkmann
Single and Few-Step Diffusion for Generative Speech Enhancement. ICASSP (2024)
Bunlong Lay, Jean-Marie Lemercier, Julius Richter, Timo Gerkmann
Single and Few-step Diffusion for Generative Speech Enhancement. CoRR (2023)
Bunlong Lay, Simon Welker, Julius Richter, Timo Gerkmann
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement. INTERSPEECH (2023)
Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann
Speech Signal Improvement Using Causal Generative Diffusion Models. CoRR (2023)
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 (2023)
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 (2023)
Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann
Speech Signal Improvement Using Causal Generative Diffusion Models. ICASSP (2023)
Bunlong Lay, Simon Welker, Julius Richter, Timo Gerkmann
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement. CoRR (2023)
Bunlong Lay, Timo Gerkmann
Speech Enhancement Regularized by a Speaker Verification Model. MMSP (2022)
Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann
Speech Enhancement and Dereverberation with Diffusion-based Generative Models. CoRR (2022)