Yu, Shuai, Xiaoliang He, Kangjie Dong, and Yi Yu. “Every Little Bit Helps: Exploring Better Utilization of Unlabeled Data for Semi-Supervised Singing Melody Extraction Using Multi-Bands Diffusion Model”. Proceedings of the AAAI Conference on Artificial Intelligence 40, no. 2 (March 14, 2026): 1489–1497. Accessed May 25, 2026. https://ojs.aaai.org/index.php/AAAI/article/view/37124.