2 papers
cs.SD2026
Distinguishing AI-Generated Music from Edited Audio as a Hard-Negative Robustness Task
Alexandru-Stefan Morosanu, Valerian Cecan, Stefan-Daniel Achirei +1
AI-generated music detectors are commonly evaluated against original songs, but real-world uploads are often remixed, re-encoded, pitch-shifted, or otherwise edited. These edited v…
cs.LG2025
Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0
Davide Domini, Laura Erhan, Gianluca Aguzzi +4
Federated Learning offers privacy-preserving collaborative intelligence but struggles to meet the sustainability demands of emerging IoT ecosystems necessary for Society 5.0-a huma…