EnvSSLAM-FFN: Lightweight Layer-Fused System for ESDD 2026 Challenge. - Xiaoxuan Guo; Hengyan Huang; Jiayi Zhou; Renhe Sun; Jian Liu; Haonan Cheng; Long Ye; Qin Zhang (CoRR, 2025)