ComfyUI_StableAvatar

StableAvatar: Infinite-Length Audio-Driven Avatar Video Generation,you can try it in ComfyUI

UPDATE

• 同步官方最新平滑及对数滑动窗口机制代码；
• Infinite-Length Audio-Driven / 特点，无限长（音频多长就推理多长）
• 如果也使用了echomimic V3，会自动调用v3的共用模型

1. Installation

In the ./ComfyUI/custom_nodes directory, run the following:

git clone https://github.com/smthemex/ComfyUI_StableAvatar.git

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2. Requirements

pip install -r requirements.txt

3.models

3.1 fromFrancisRing/StableAvatar downlaod "Wan2.1_VAE.pth" ,"diffusion_pytorch_model.safetensors" and "config.json ","Kim_Vocal_2.onnx" ,"transformer3d-rec-vec.pt" or "transformer3d-square.pt " 底模有2个可选
3.2 use comfyui ,clipvison-h and umt5_xxl_fp8_e4m3fn_scaled.safetensors
3.3 wav2vec2-base-960h
3.4 if use echomimic v3，just only download"transformer3d-rec-vec.pt" or "transformer3d-square.pt " and "Kim_Vocal_2.onnx" / 如果也用echomimic v3，仅需下载底模和Kim_Vocal_2.onnx，会自动调用echomimic的模型

├── ComfyUI/models/StableAvatar/transformer 
|         ├── diffusion_pytorch_model.safetensors  # Wan2.1-Fun-V1.1-1.3B-InP transformer #3.13G 务必注意模型同名。
|         ├── config.json
├── ComfyUI/models/StableAvatar/wav2vec2-base-960h
|         ├── all config json files 
|         ├──  model.safetensors
├── ComfyUI/models/clip
|         ├── umt5_xxl_fp8_e4m3fn_scaled.safetensors #comfy
├── ComfyUI/models/clip_vision
|         ├──clipvison-h # 1.26G comfy
├── ComfyUI/models/diffusion_models/
|         ├──transformer3d-rec-vec.pt  # FrancisRing/StableAvatar 二选一
|         ├──transformer3d-square.pt   # FrancisRing/StableAvatar
├── ComfyUI/models/vae
|         ├── Wan2.1_VAE.pth
├── ComfyUI/models/StableAvatar/  # 音频分离用
|         ├──Kim_Vocal_2.onnx

4.Tips

• 480x832 or 832x480 or 512x512 resolution /模型在这三种分辨率训练，推荐使用
• overlap_window_length 越大越好越慢/ high will get best quality but more times
• step 25~50
• 二种gpu卸载方式,推荐用mmgp
• duration>0 时裁切，裁切数值为秒/ if duration>0 will cut the input audio
• 推理歌曲时，须开启audio_separator分离人声 / when infer a song need turn on the audio_separator to get vocal.
• 暂时不要开启teacache，会花

5. Example

6 .Citation

@article{tu2025stableavatar,
  title={StableAvatar: Infinite-Length Audio-Driven Avatar Video Generation},
  author={Tu, Shuyuan and Pan, Yueming and Huang, Yinming and Han, Xintong and Xing, Zhen and Dai, Qi and Luo, Chong and Wu, Zuxuan and Jiang Yu-Gang},
  journal={arXiv preprint arXiv:2508.08248},
  year={2025}
}