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-<div align="center">
-<img src='https://user-images.githubusercontent.com/4397546/229094115-862c747e-7397-4b54-ba4a-bd368bfe2e0f.png' width='500px'/>
-<!--<h2> 😭 SadTalker： <span style="font-size:12px">Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation </span> </h2> -->
-  <a href='https://arxiv.org/abs/2211.12194'><img src='https://img.shields.io/badge/ArXiv-PDF-red'></a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<a href='https://sadtalker.github.io'><img src='https://img.shields.io/badge/Project-Page-Green'></a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Winfredy/SadTalker/blob/main/quick_demo.ipynb) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/vinthony/SadTalker) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; [![sd webui-colab](https://img.shields.io/badge/Automatic1111-Colab-green)](https://colab.research.google.com/github/camenduru/stable-diffusion-webui-colab/blob/main/video/stable/stable_diffusion_1_5_video_webui_colab.ipynb) &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; [![Replicate](https://replicate.com/cjwbw/sadtalker/badge)](https://replicate.com/cjwbw/sadtalker)
-<div>
-    <a target='_blank'>Wenxuan Zhang <sup>*,1,2</sup> </a>&emsp;
-    <a href='https://vinthony.github.io/' target='_blank'>Xiaodong Cun <sup>*,2</a>&emsp;
-    <a href='https://xuanwangvc.github.io/' target='_blank'>Xuan Wang <sup>3</sup></a>&emsp;
-    <a href='https://yzhang2016.github.io/' target='_blank'>Yong Zhang <sup>2</sup></a>&emsp;
-    <a href='https://xishen0220.github.io/' target='_blank'>Xi Shen <sup>2</sup></a>&emsp; </br>
-    <a href='https://yuguo-xjtu.github.io/' target='_blank'>Yu Guo<sup>1</sup> </a>&emsp;
-    <a href='https://scholar.google.com/citations?hl=zh-CN&user=4oXBp9UAAAAJ' target='_blank'>Ying Shan <sup>2</sup> </a>&emsp;
-    <a target='_blank'>Fei Wang <sup>1</sup> </a>&emsp;
-</div>
-<br>
-<div>
-    <sup>1</sup> Xi'an Jiaotong University &emsp; <sup>2</sup> Tencent AI Lab &emsp; <sup>3</sup> Ant Group &emsp;
-</div>
-<br>
-<i><strong><a href='https://arxiv.org/abs/2211.12194' target='_blank'>CVPR 2023</a></strong></i>
-<br>
-<br>
-![sadtalker](https://user-images.githubusercontent.com/4397546/222490039-b1f6156b-bf00-405b-9fda-0c9a9156f991.gif)
-<b>TL;DR: &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; single portrait image 🙎‍♂️  &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;+  &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; audio 🎤  &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; =  &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; talking head video 🎞.</b>
-<br>
-</div>
-## 🔥 Highlight
-- 🔥 The extension of the [stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) is online. Checkout more details [here](docs/webui_extension.md).
-https://user-images.githubusercontent.com/4397546/231495639-5d4bb925-ea64-4a36-a519-6389917dac29.mp4
-- 🔥 `full image mode` is online! checkout [here](https://github.com/Winfredy/SadTalker#full-bodyimage-generation) for more details.
-| still+enhancer in v0.0.1                 | still + enhancer   in v0.0.2       |   [input image @bagbag1815](https://twitter.com/bagbag1815/status/1642754319094108161) |
-|:--------------------: |:--------------------: | :----: |
-| <video  src="https://user-images.githubusercontent.com/48216707/229484996-5d7be64f-2553-4c9e-a452-c5cf0b8ebafe.mp4" type="video/mp4"> </video> | <video  src="https://user-images.githubusercontent.com/4397546/230717873-355b7bf3-d3de-49f9-a439-9220e623fce7.mp4" type="video/mp4"> </video>  | <img src='./examples/source_image/full_body_2.png' width='380'>
-- 🔥 Several new mode, eg, `still mode`, `reference mode`, `resize mode` are online for better and custom applications.
-- 🔥 Happy to  see more community demos at [bilibili](https://search.bilibili.com/all?keyword=sadtalker&from_source=webtop_search&spm_id_from=333.1007&search_source=3
-), [Youtube](https://www.youtube.com/results?search_query=sadtalker&sp=CAM%253D) and [twitter #sadtalker](https://twitter.com/search?q=%23sadtalker&src=typed_query).
-## 📋 Changelog (Previous changelog can be founded [here](docs/changlelog.md))
-- __[2023.04.15]__: Adding automatic1111 colab by @camenduru, thanks for this awesome colab: [![sd webui-colab](https://img.shields.io/badge/Automatic1111-Colab-green)](https://colab.research.google.com/github/camenduru/stable-diffusion-webui-colab/blob/main/video/stable/stable_diffusion_1_5_video_webui_colab.ipynb).
-- __[2023.04.12]__: adding a more detailed sd-webui installation document, fixed reinstallation problem.
-- __[2023.04.12]__: Fixed the sd-webui safe issues becasue of the 3rd packages, optimize the output path in `sd-webui-extension`.
-- __[2023.04.08]__: ❗️❗️❗️ In v0.0.2, we add a logo watermark to the generated video to prevent abusing since it is very realistic.
-- __[2023.04.08]__: v0.0.2, full image animation, adding baidu driver for download checkpoints. Optimizing the logic about enhancer.
-## 🚧 TODO
-<details><summary> Previous TODOs </summary>
-- [x] Generating 2D face from a single Image.
-- [x] Generating 3D face from Audio.
-- [x] Generating 4D free-view talking examples from audio and a single image.
-- [x] Gradio/Colab Demo.
-- [x] Full body/image Generation.
-- [x] integrade with stable-diffusion-web-ui. (stay tunning!)
-</details>
-- [ ] Audio-driven Anime Avatar.
-- [ ] training code of each componments.
-## If you have any problem, please view our [FAQ](docs/FAQ.md) before opening an issue.
-## ⚙️ 1. Installation.
-Tutorials from communities: [中文windows教程](https://www.bilibili.com/video/BV1Dc411W7V6/) | [日本語コース](https://br-d.fanbox.cc/posts/5685086?utm_campaign=manage_post_page&utm_medium=share&utm_source=twitter)
-### Linux:
-1. Installing [anaconda](https://www.anaconda.com/), python and git.
-2. Creating the env and install the requirements.
-  ```bash
-  git clone https://github.com/Winfredy/SadTalker.git
-  cd SadTalker
-  conda create -n sadtalker python=3.8
-  conda activate sadtalker
-  pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 torchaudio==0.12.1 --extra-index-url https://download.pytorch.org/whl/cu113
-  conda install ffmpeg
-  pip install -r requirements.txt
-  ### tts is optional for gradio demo.
-  ### pip install TTS
-  ```
-### Windows ([中文windows教程](https://www.bilibili.com/video/BV1Dc411W7V6/)):
-1. Install [Python 3.10.6](https://www.python.org/downloads/windows/), checking "Add Python to PATH".
-2. Install [git](https://git-scm.com/download/win) manually (OR `scoop install git` via [scoop](https://scoop.sh/)).
-3. Install `ffmpeg`, following [this instruction](https://www.wikihow.com/Install-FFmpeg-on-Windows) (OR using `scoop install ffmpeg` via [scoop](https://scoop.sh/)).
-4. Download our SadTalker repository, for example by running `git clone https://github.com/Winfredy/SadTalker.git`.
-5. Download the `checkpoint` and `gfpgan` [below↓](https://github.com/Winfredy/SadTalker#-2-download-trained-models).
-5. Run `start.bat` from Windows Explorer as normal, non-administrator, user, a gradio WebUI demo will be started.
-### Macbook:
-More tips about installnation on Macbook and the Docker file can be founded [here](docs/install.md)
-## 📥 2. Download Trained Models.
-You can run the following script to put all the models in the right place.
-```bash
-bash scripts/download_models.sh
-```
-Other alternatives:
-> we also provide an offline patch (`gfpgan/`), thus, no model will be downloaded when generating.
-**Google Driver**: download our pre-trained model from [ this link (main checkpoints)](https://drive.google.com/drive/folders/1Wd88VDoLhVzYsQ30_qDVluQr_Xm46yHT?usp=sharing) and [ gfpgan (offline patch)](https://drive.google.com/file/d/19AIBsmfcHW6BRJmeqSFlG5fL445Xmsyi?usp=sharing)
-**Github Release Page**: download all the files from the [lastest github release page](https://github.com/Winfredy/SadTalker/releases), and then, put it in ./checkpoints.
-**百度云盘**: we provided the downloaded model in [checkpoints,  提取码: sadt.](https://pan.baidu.com/s/1nXuVNd0exUl37ISwWqbFGA?pwd=sadt) And [gfpgan,  提取码: sadt.](https://pan.baidu.com/s/1kb1BCPaLOWX1JJb9Czbn6w?pwd=sadt)
-<details><summary>Model Details</summary>
-The final folder will be shown as:
-<img width="331" alt="image" src="https://user-images.githubusercontent.com/4397546/232511411-4ca75cbf-a434-48c5-9ae0-9009e8316484.png">
-Model explains:
-| Model | Description
-| :--- | :----------
-|checkpoints/auido2exp_00300-model.pth | Pre-trained ExpNet in Sadtalker.
-|checkpoints/auido2pose_00140-model.pth | Pre-trained PoseVAE in Sadtalker.
-|checkpoints/mapping_00229-model.pth.tar | Pre-trained MappingNet in Sadtalker.
-|checkpoints/mapping_00109-model.pth.tar | Pre-trained MappingNet in Sadtalker.
-|checkpoints/facevid2vid_00189-model.pth.tar | Pre-trained face-vid2vid model from [the reappearance of face-vid2vid](https://github.com/zhanglonghao1992/One-Shot_Free-View_Neural_Talking_Head_Synthesis).
-|checkpoints/epoch_20.pth | Pre-trained 3DMM extractor in [Deep3DFaceReconstruction](https://github.com/microsoft/Deep3DFaceReconstruction).
-|checkpoints/wav2lip.pth | Highly accurate lip-sync model in [Wav2lip](https://github.com/Rudrabha/Wav2Lip).
-|checkpoints/shape_predictor_68_face_landmarks.dat | Face landmark model used in [dilb](http://dlib.net/).
-|checkpoints/BFM | 3DMM library file.
-|checkpoints/hub | Face detection models used in [face alignment](https://github.com/1adrianb/face-alignment).
-|gfpgan/weights | Face detection and enhanced models used in `facexlib` and `gfpgan`.
-</details>
-## 🔮 3. Quick Start ([Best Practice](docs/best_practice.md)).
-### WebUI Demos:
-**Online**: [Huggingface](https://huggingface.co/spaces/vinthony/SadTalker) | [SDWebUI-Colab](https://colab.research.google.com/github/camenduru/stable-diffusion-webui-colab/blob/main/video/stable/stable_diffusion_1_5_video_webui_colab.ipynb) | [Colab](https://colab.research.google.com/github/Winfredy/SadTalker/blob/main/quick_demo.ipynb)
-**Local Autiomatic1111 stable-diffusion webui extension**: please refer to [Autiomatic1111 stable-diffusion webui docs](docs/webui_extension.md).
-**Local gradio demo**: Similar to our [hugging-face demo](https://huggingface.co/spaces/vinthony/SadTalker) can be run by:
-```bash
-## you need manually install TTS(https://github.com/coqui-ai/TTS) via `pip install tts` in advanced.
-python app.py
-```
-**Local windows gradio demo**: just double click `webui.bat`, the requirements will be installed automatically.
-### Manually usages:
-##### Animating a portrait image from default config:
-```bash
-python inference.py --driven_audio <audio.wav> \
-                    --source_image <video.mp4 or picture.png> \
-                    --enhancer gfpgan
-```
-The results will be saved in `results/$SOME_TIMESTAMP/*.mp4`.
-##### Full body/image Generation:
-Using `--still` to generate a natural full body video. You can add `enhancer` to improve the quality of the generated video.
-```bash
-python inference.py --driven_audio <audio.wav> \
-                    --source_image <video.mp4 or picture.png> \
-                    --result_dir <a file to store results> \
-                    --still \
-                    --preprocess full \
-                    --enhancer gfpgan
-```
-More examples and configuration and tips can be founded in the [ >>> best practice documents <<<](docs/best_practice.md).
-## 🛎 Citation
-If you find our work useful in your research, please consider citing:
-```bibtex
-@article{zhang2022sadtalker,
-  title={SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation},
-  author={Zhang, Wenxuan and Cun, Xiaodong and Wang, Xuan and Zhang, Yong and Shen, Xi and Guo, Yu and Shan, Ying and Wang, Fei},
-  journal={arXiv preprint arXiv:2211.12194},
-  year={2022}
-}
-```
-## 💗 Acknowledgements
-Facerender code borrows heavily from [zhanglonghao's reproduction of face-vid2vid](https://github.com/zhanglonghao1992/One-Shot_Free-View_Neural_Talking_Head_Synthesis) and [PIRender](https://github.com/RenYurui/PIRender). We thank the authors for sharing their wonderful code. In training process, We also use the model from [Deep3DFaceReconstruction](https://github.com/microsoft/Deep3DFaceReconstruction) and [Wav2lip](https://github.com/Rudrabha/Wav2Lip). We thank for their wonderful work.
-See also these wonderful 3rd libraries we use:
-- **Face Utils**: https://github.com/xinntao/facexlib
-- **Face Enhancement**: https://github.com/TencentARC/GFPGAN
-- **Image/Video Enhancement**:https://github.com/xinntao/Real-ESRGAN
-## 🥂 Extensions:
-- [SadTalker-Video-Lip-Sync](https://github.com/Zz-ww/SadTalker-Video-Lip-Sync) from [@Zz-ww](https://github.com/Zz-ww): SadTalker for Video Lip Editing
-## 🥂 Related Works
-- [StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN (ECCV 2022)](https://github.com/FeiiYin/StyleHEAT)
-- [CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior (CVPR 2023)](https://github.com/Doubiiu/CodeTalker)
-- [VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild (SIGGRAPH Asia 2022)](https://github.com/vinthony/video-retalking)
-- [DPE: Disentanglement of Pose and Expression for General Video Portrait Editing (CVPR 2023)](https://github.com/Carlyx/DPE)
-- [3D GAN Inversion with Facial Symmetry Prior (CVPR 2023)](https://github.com/FeiiYin/SPI/)
-- [T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations (CVPR 2023)](https://github.com/Mael-zys/T2M-GPT)
-## 📢 Disclaimer
-This is not an official product of Tencent. This repository can only be used for personal/research/non-commercial purposes.
-LOGO: color and font suggestion: [ChatGPT](ai.com), logo font：[Montserrat Alternates
-](https://fonts.google.com/specimen/Montserrat+Alternates?preview.text=SadTalker&preview.text_type=custom&query=mont).
-All the copyright of the demo images and audio are from communities users or the geneartion from stable diffusion. Free free to contact us if you feel uncomfortable.