Tommy Sonne Alstrøm

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Diffusion Models

Speech Enhancement

Top Venues

Publications

Bo Li, Xiaowen Jiang, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich
An improved analysis of per-sample and per-update clipping in federated learning. ICLR (2024)
Bo Li, Yasin Esfandiari, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich
Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity. Trans. Mach. Learn. Res. 2024 (2024)
Philippe Gonzalez, Zheng-Hua Tan, Jan Østergaard, Jesper Jensen, Tommy Sonne Alstrøm, Tobias May
Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler. ICASSP (2024)
David Frich Hansen, Tommy Sonne Alstrøm, Mikkel N. Schmidt
Amortized Variational Peak Fitting For Spectroscopic Data. MLSP (2023)
Lenka Tetková, Thea Brüsch, Teresa Karen Scheidt, Fabian Martin Mager, Rasmus Ørtoft Aagaard, Jonathan Foldager, Tommy Sonne Alstrøm, Lars Kai Hansen
On convex conceptual regions in deep network representations. CoRR (2023)
Philippe Gonzalez, Zheng-Hua Tan, Jan Østergaard, Jesper Jensen, Tommy Sonne Alstrøm, Tobias May
Investigating the Design Space of Diffusion Models for Speech Enhancement. CoRR (2023)
Philippe Gonzalez, Tommy Sonne Alstrøm, Tobias May
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments. CoRR (2023)
Philippe Gonzalez, Tommy Sonne Alstrøm, Tobias May
On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems. ICASSP (2023)
Philippe Gonzalez, Zheng-Hua Tan, Jan Østergaard, Jesper Jensen, Tommy Sonne Alstrøm, Tobias May
Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler. CoRR (2023)
Philippe Gonzalez, Tommy Sonne Alstrøm, Tobias May
On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems. CoRR (2023)
Philippe Gonzalez, Tommy Sonne Alstrøm, Tobias May
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Milena Bajic, Shahrzad M. Pour, Asmus Skar, Matteo Pettinari, Eyal Levenberg, Tommy Sonne Alstrøm
Road Roughness Estimation Using Machine Learning. CoRR (2021)
Bo Li, Tommy Sonne Alstrøm
On uncertainty estimation in active learning for image segmentation. CoRR (2020)