Is It Truly Necessary to Process and Fit Minutes-Long Reference Videos for Personalized Talking Face Generation? - Rui-Qing Sun; Ang Li; Zhijing Wu 001; Tian Lan 003; Qianyu Lu; Xingshan Yao; Chen Xu; Xian-Ling Mao (CoRR, 2025)