Xiaoxuan Guo

ENVSSLAM-FFN: LIGHTWEIGHT LAYER-FUSED SYSTEM FOR ESDD 2026 CHALLENGE

Recent advances in generative audio models have enabled high-fidelity environmental sound synthesis, raising serious concerns for audio security. The ESDD 2026 Challenge therefore addresses environmental sound deepfake detection under unseen generators (Track 1) and black-box low-resource detection…