2 papers
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.SD2025
Hybrid-Sep: Language-queried audio source separation via pre-trained Model Fusion and Adversarial Diffusion Training
Jianyuan Feng, Guangzheng Li, Yangfei Xu
Language-queried Audio Separation (LASS) employs linguistic queries to isolate target sounds based on semantic descriptions. However, existing methods face challenges in aligning c…