114 citations · 650 across the 26 of their papers we have counts for
Showing 2020 · cs.SDShow all
2 papers · 2 filters
cs.SD2020★ 36 cited
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds
Efthymios Tzinis, Scott Wisdom, Aren Jansen +4
Recent progress in deep learning has enabled many advances in sound separation and visual scene understanding. However, extracting sound sources which are apparent in natural video…
cs.SD2020★ 2 cited
Unified Gradient Reweighting for Model Biasing with Applications to Source Separation
Efthymios Tzinis, Dimitrios Bralios, Paris Smaragdis
Recent deep learning approaches have shown great improvement in audio source separation tasks. However, the vast majority of such work is focused on improving average separation pe…