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Running
on
A10G
| import os, sys | |
| import tempfile | |
| import gradio as gr | |
| from src.gradio_demo import SadTalker | |
| # from src.utils.text2speech import TTSTalker | |
| from huggingface_hub import snapshot_download | |
| def get_source_image(image): | |
| return image | |
| def download_model(): | |
| REPO_ID = 'vinthony/SadTalker' | |
| snapshot_download(repo_id=REPO_ID, local_dir='./checkpoints', local_dir_use_symlinks=True) | |
| def sadtalker_demo(): | |
| download_model() | |
| sad_talker = SadTalker(lazy_load=True) | |
| # tts_talker = TTSTalker() | |
| with gr.Blocks(analytics_enabled=False) as sadtalker_interface: | |
| gr.Markdown("<div align='center'> <h2> 😭 SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation (CVPR 2023) </span> </h2> \ | |
| <a style='font-size:18px;color: #efefef' href='https://arxiv.org/abs/2211.12194'>Arxiv</a> \ | |
| <a style='font-size:18px;color: #efefef' href='https://sadtalker.github.io'>Homepage</a> \ | |
| <a style='font-size:18px;color: #efefef' href='https://github.com/Winfredy/SadTalker'> Github </div>") | |
| gr.Markdown(""" | |
| <b>You may duplicate the space and upgrade to GPU in settings for better performance and faster inference without waiting in the queue. <a style='display:inline-block' href="https://huggingface.co/spaces/vinthony/SadTalker?duplicate=true"><img src="https://bit.ly/3gLdBN6" alt="Duplicate Space"></a></b> \ | |
| <br/><b>Alternatively, try our GitHub <a href=https://github.com/Winfredy/SadTalker> code </a> on your own GPU. </b> <a style='display:inline-block' href="https://github.com/Winfredy/SadTalker"><img src="https://img.shields.io/github/stars/Winfredy/SadTalker?style=social"/></a> \ | |
| """) | |
| with gr.Row().style(equal_height=False): | |
| with gr.Column(variant='panel'): | |
| with gr.Tabs(elem_id="sadtalker_source_image"): | |
| with gr.TabItem('Upload image'): | |
| with gr.Row(): | |
| source_image = gr.Image(label="Source image", source="upload", type="filepath").style(height=256,width=256) | |
| with gr.Tabs(elem_id="sadtalker_driven_audio"): | |
| with gr.TabItem('Upload or Generating from TTS'): | |
| with gr.Column(variant='panel'): | |
| driven_audio = gr.Audio(label="Input audio(.wav/.mp3)", source="upload", type="filepath") | |
| # with gr.Column(variant='panel'): | |
| # input_text = gr.Textbox(label="Generating audio from text", lines=5, placeholder="Alternatively, you can genreate the audio from text using @Coqui.ai TTS.") | |
| # tts = gr.Button('Generate audio',elem_id="sadtalker_audio_generate", variant='primary') | |
| # tts.click(fn=tts_talker.test, inputs=[input_text], outputs=[driven_audio]) | |
| with gr.Column(variant='panel'): | |
| with gr.Tabs(elem_id="sadtalker_checkbox"): | |
| with gr.TabItem('Settings'): | |
| with gr.Column(variant='panel'): | |
| preprocess_type = gr.Radio(['crop','resize','full'], value='crop', label='preprocess', info="How to handle input image?") | |
| is_still_mode = gr.Checkbox(label="w/ Still Mode (fewer hand motion, works with preprocess `full`)") | |
| enhancer = gr.Checkbox(label="w/ GFPGAN as Face enhancer") | |
| submit = gr.Button('Generate', elem_id="sadtalker_generate", variant='primary') | |
| with gr.Tabs(elem_id="sadtalker_genearted"): | |
| gen_video = gr.Video(label="Generated video", format="mp4").style(width=256) | |
| with gr.Row(): | |
| examples = [ | |
| [ | |
| 'examples/source_image/full_body_1.png', | |
| 'examples/driven_audio/bus_chinese.wav', | |
| 'crop', | |
| True, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/full_body_2.png', | |
| 'examples/driven_audio/japanese.wav', | |
| 'crop', | |
| False, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/full3.png', | |
| 'examples/driven_audio/deyu.wav', | |
| 'crop', | |
| False, | |
| True | |
| ], | |
| [ | |
| 'examples/source_image/full4.jpeg', | |
| 'examples/driven_audio/eluosi.wav', | |
| 'full', | |
| False, | |
| True | |
| ], | |
| [ | |
| 'examples/source_image/full4.jpeg', | |
| 'examples/driven_audio/imagine.wav', | |
| 'full', | |
| True, | |
| True | |
| ], | |
| [ | |
| 'examples/source_image/full_body_1.png', | |
| 'examples/driven_audio/bus_chinese.wav', | |
| 'full', | |
| True, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/art_13.png', | |
| 'examples/driven_audio/fayu.wav', | |
| 'resize', | |
| True, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/art_5.png', | |
| 'examples/driven_audio/chinese_news.wav', | |
| 'resize', | |
| False, | |
| False | |
| ], | |
| [ | |
| 'examples/source_image/art_5.png', | |
| 'examples/driven_audio/RD_Radio31_000.wav', | |
| 'resize', | |
| True, | |
| True | |
| ], | |
| ] | |
| gr.Examples(examples=examples, | |
| inputs=[ | |
| source_image, | |
| driven_audio, | |
| preprocess_type, | |
| is_still_mode, | |
| enhancer], | |
| outputs=[gen_video], | |
| fn=sad_talker.test, | |
| cache_examples=os.getenv('SYSTEM') == 'spaces') # | |
| submit.click( | |
| fn=sad_talker.test, | |
| inputs=[source_image, | |
| driven_audio, | |
| preprocess_type, | |
| is_still_mode, | |
| enhancer], | |
| outputs=[gen_video] | |
| ) | |
| return sadtalker_interface | |
| if __name__ == "__main__": | |
| demo = sadtalker_demo() | |
| demo.queue(max_size=10) | |
| demo.launch(debug=True) | |