Bunlong Lay, MSc
Photo: lay
Speech and Audio Signal Processing
Signal Processing (SP)
Address
University of Hamburg
Department of Informatics
SP Research Group
Office
Room: F-125
Contact
Tel: +49 40 42883-2549
Research interests
- Single-Channel Speech Enhancement
- Diffusion-based models
- Bunlong Lay, Timo Gerkmann "An Analysis of the Variance of Diffusion-based Speech Enhancement", Interspeech, Kos, Greece, September. 2024 [arxiv][audio]
- Bunlong Lay, Jean-Marie Lermercier, Julius Richter, Timo Gerkmann "Single and Few-step Diffusion for Generative Speech Enhancement", ICASSP, Seoul, South Korea, April. 2024 [arxiv][audio][code]
- Bunlong Lay, Simon Welker, Julius Richter, Timo Gerkmann "Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement", ISCA Interspeech, Dublin, Ireland, Aug. 2023 [arxiv][audio][code]
- Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo Gerkmann, "Speech Signal Improvement Using Causal Generative Diffusion Models", IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Rhodes, Greece, Jun. 2023. [arxiv]
- Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann, "Speech Enhancement and Dereverberation with Diffusion-Based Generative Models", submitted to IEEE/ACM Trans. on Audio, Speech, Language Proc. (TASLP) [arxiv] [audio] [code]
- Bunlong Lay, Timo Gerkmann, "Speech Enhancement Regularized by a Speaker Verification Model", Int. Workshop on Multimedia Signal Processing (MMSP), Shanghai, China, Sep. 2022. [doi]