Showing cs.SDShow all
2 papers · 1 filter
cs.SD2026
The Costs of Reproducibility in Music Separation Research: a Replication of Band-Split RNN
Paul Magron, Romain Serizel, Constance Douwes
Music source separation is the task of isolating the instrumental tracks from a music song. Despite its spectacular recent progress, the trend towards more complex architectures an…
cs.SD2024
Energy Consumption Trends in Sound Event Detection Systems
Constance Douwes, Romain Serizel
Deep learning systems have become increasingly energy- and computation-intensive, raising concerns about their environmental impact. As organizers of the Detection and Classificati…