3D Face Animation
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Benchmarks
Most implemented
Learning a model of facial shape and expression from 4D scans
Generating Holistic 3D Human Motion from Speech
EmoTalk: Speech-Driven Emotional Disentanglement for 3D Face Animation
MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
Papers
DiffusionTalker: Efficient and Compact Speech-Driven 3D Talking Head via Personalizer-Guided Distillation
Real-time speech-driven 3D facial animation has been attractive in academia and industry. Traditional methods mainly focus on learning a deterministic mapping from speech to animation. Recent approaches start to consider…
3D Face AnimationCosmos-Reason1: From Physical Common Sense To Embodied Reasoning
Physical AI systems need to perceive, understand, and perform complex actions in the physical world. In this paper, we present the Cosmos-Reason1 models that can understand the physical world and generate appropriate emb…
3D Face AnimationCommon Sense ReasoningReinforcement Learning (RL)Towards High-fidelity 3D Talking Avatar with Personalized Dynamic Texture
Significant progress has been made for speech-driven 3D face animation, but most works focus on learning the motion of mesh/geometry, ignoring the impact of dynamic texture. In this work, we reveal that dynamic textu…
3D Face Animation8kEmoFace: Emotion-Content Disentangled Speech-Driven 3D Talking Face Animation
The creation of increasingly vivid 3D talking face has become a hot topic in recent years. Currently, most speech-driven works focus on lip synchronisation but neglect to effectively capture the correlations between emot…
3D Face AnimationMeta-Learning Empowered Meta-Face: Personalized Speaking Style Adaptation for Audio-Driven 3D Talking Face Animation
Audio-driven 3D face animation is increasingly vital in live streaming and augmented reality applications. While remarkable progress has been observed, most existing approaches are designed for specific individuals with …
3D Face AnimationMeta-LearningModel OptimizationDEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation
Speech-driven 3D facial animation has garnered lots of attention thanks to its broad range of applications. Despite recent advancements in achieving realistic lip motion, current methods fail to capture the nuanced emoti…
3D Face AnimationContrastive Learning