2 papers
cs.LG2026
Energy-Conserved Neural Pipelines: Attenuating Error Propagation in Modular Neural Networks via Physical Conservation Constraints
David Young, Swan Yi Htet
Modular neural network pipelines suffer from error compounding: noise at any module boundary propagates and potentially amplifies through subsequent modules. We introduce energy co…
cs.SD2025
Smule Renaissance Small: Efficient General-Purpose Vocal Restoration
Yongyi Zang, Chris Manchester, David Young +9
Vocal recordings on consumer devices commonly suffer from multiple concurrent degradations: noise, reverberation, band-limiting, and clipping. We present Smule Renaissance Small (S…