Emotional Voice Puppetry
Ye Pan, Ruisi Zhang, Shengran Cheng, Shuai Tan, Yu Ding, Kenny Mitchell, Xubo Yang
Abstract
The paper presents emotional voice puppetry, an audio-based facial animation approach to portray characters with vivid emotional changes. The lips motion and the surrounding facial areas are controlled by the contents of the audio, and the facial dynamics are established by category of the emotion and the intensity. Our approach is exclusive because it takes account of perceptual validity and geometry instead of pure geometric processes. Another highlight of our approach is the generalizability to multiple characters. The findings showed that training new secondary characters when the rig parameters are categorized as eye, eyebrows, nose, mouth, and signature wrinkles is significant in achieving better generalization results compared to joint training. User studies demonstrate the effectiveness of our approach both qualitatively and quantitatively. Our approach can be applicable in AR/VR and 3DUI, namely, virtual reality avatars/self-avatars, teleconferencing and in-game dialogue.
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Install the CLIlune papers fulltext bcfa1473-81ba-4643-95ed-855c75164c47Cited by top-tier papers9
- Say Anything with Any StyleShuai Tan, Bin Ji, Yu Ding, Ye PanAAAI 2024 · 30 citations
- Expressive Talking AvatarsYe Pan, Shuai Tan, Shengran Cheng, Qunfen Lin et al.IEEE VR 2024 · 20 citations
- FlowVQTalker: High-Quality Emotional Talking Face Generation through Normalizing Flow and QuantizationShuai Tan, Bin Ji, Ye PanCVPR 2024 · 17 citations
- Real-time Facial Animation for 3D Stylized Character with Emotion DynamicsYe Pan, Ruisi Zhang, Jingying Wang, Yu Ding et al.ACM MM 2023 · 15 citations
- DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face AnimationJisoo Kim, Jungbin Cho, Joonho Park, Soonmin Hwang et al.AAAI 2025 · 13 citations
Builds on8
- AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head SynthesisYudong Guo, Keyu Chen, Sen Liang, Yong-Jin Liu et al.ICCV 2021 · 510 citations
- FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute LearningChenxu Zhang, Yifan Zhao, Yifei Huang, Ming Zeng et al.ICCV 2021 · 149 citations
- Write-a-speaker: Text-based Emotional and Rhythmic Talking-head GenerationLincheng Li, Suzhen Wang, Zhimeng Zhang, Yu Ding et al.AAAI 2021 · 88 citations
- Understanding Conversational and Expressive Style in a Multimodal Embodied Conversational AgentDeepali Aneja, Rens Hoegen, Daniel McDuff, Mary CzerwinskiCHI 2021 · 39 citations
- Flow-Guided One-Shot Talking Face Generation With a High-Resolution Audio-Visual DatasetZhimeng Zhang, Lincheng Li, Yu Ding, Changjie FanCVPR 2021
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