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cs.SD2026
Beyond Artifacts: Towards Generalizable Synthetic Song Detection via Music-Intrinsic Features
Yan Han, Zhibin Wen, Yuan Wang +4
The rapid advancement of AI music generators highlights the urgent need for reliable Synthetic Song Detection (SSD). Existing SSD methods often rely on low-level artifacts or fixed…
cs.SD2026
SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton
Xuzheng He, Nan Nan, Zhilin Wang +7
Generating symphonic music requires simultaneously managing high-level structural form and dense, multi-track orchestration, yet existing symbolic models often struggle with a "com…