HunyuanVideo-Avatar: High-Fidelity Audio-Driven Human Animation for Multiple Characters
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Abstract (arXiv)
Recent years have witnessed significant progress in audio-driven human animation. However, critical challenges remain in (i) generating highly dynamic videos while preserving character consistency, (ii) achieving precise emotion alignment between characters and audio, and (iii) enabling multi-character audio-driven animation. To address these challenges, we propose HunyuanVideo-Avatar, a multimodal diffusion transformer (MM-DiT)-based model capable of simultaneously generating dynamic, emotion-controllable, and multi-character dialogue videos. Concretely, HunyuanVideo-Avatar introduces three key innovations: (i) A character image injection module is designed to replace the conventional addition-based character conditioning scheme, eliminating the inherent condition mismatch between training and inference. This ensures the dynamic motion and strong character consistency; (ii) An Audio Emotion Module (AEM) is introduced to extract and transfer the emotional cues from an emotion reference image to the target generated video, enabling fine-grained and accurate emotion style control; (iii) A Face-Aware Audio Adapter (FAA) is proposed to isolate the audio-driven character with latent-level face mask, enabling independent audio injection via cross-attention for multi-character scenarios. These innovations empower HunyuanVideo-Avatar to surpass state-of-the-art methods on benchmark datasets and a newly proposed wild dataset, generating realistic avatars in dynamic, immersive scenarios.
Key facts. Cited by 64 papers in the map (data through 7 Oct 2026). Builds on 38 of its 44 references that are in the map. First posted on arXiv 26 May 2025.
Builds on
38 of 44 references.
References · 38
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- 2024DiffTED: One-shot Audio-driven TED Talk Video Generation with Diffusion-based Co-speech Gesturescited by 19
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Citing papers per year: 2025: 30; 2026: 34.
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