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UniCon: Unified Context Network for Robust Active Speaker Detection 🦄UniCon: Unified Context Network for Robust Active Speaker Detection ACM Multimedia 2021 (oral) Yuanhang Zhang* 1,2 Susan Liang* 1,2 Shuang Yang 1,2 Xiao Liu 3 Zhongqin Wu 3 Shiguang Shan 1,2 Xilin Chen 1,2 1 Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences (CAS) 2 School of Computer Science and Technology, University of Chinese Academy of Sciences 3 Tomorrow Advancing Life [Paper] [Code (coming soon)] *Equal contribution Abstract We propose a new efficient framework, the Unified Context Network ( UniCon ), for robust active speaker detection (ASD). Traditional methods for ASD usually operate on each candidate's pre-cropped face track separately and do not sufficiently consider relationships among the candidates. This potentially limits performance, especially in challenging scenari...
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