Movie dubbing is the task of synthesizing speech from scripts conditioned on video scenes, requiring accurate lip sync, faithful timbre transfer, and proper modeling of character identity and emotion. However, existing methods face two major limitations: (1) high-quality multimodal dubbing datasets are limited in scale...
Jia-Xuan Liu, Yang Xiang, Han Zhao et al.· Proceedings of the Thirty-Fi...· 4 citations· ⚡1
Movie dubbing is the task of synthesizing speech from scripts conditioned on video scenes, requiring accurate lip sync, faithful timbre transfer, and proper modeling of character identity and emotion. However, existing methods face two major limitations: (1) high-quality multimodal dubbing datasets are limited in scale...
Jia-Xuan Liu, Yang Xiang, Han Zhao et al.· Proceedings of the Thirty-Fi...· 0 citations
This work develops a new reinforcement learning signal named ConsensusPR, which directly reduces the reward sparsity of outcome reward across long reasoning trajectories, and introduces ConsensusBench, a novel dataset designed to provide rule-based process-level signals.
Shi-Qi Yan, Chao-Hong Tan, Qian Chen et al.· 0 citations
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