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import os, sys |
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import tempfile |
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import gradio as gr |
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from modules.text2speech import text2speech |
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from modules.sadtalker_test import SadTalker |
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def get_driven_audio(audio): |
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if os.path.isfile(audio): |
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return audio |
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else: |
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save_path = tempfile.NamedTemporaryFile( |
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delete=False, |
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suffix=("." + "wav"), |
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) |
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gen_audio = text2speech(audio, save_path.name) |
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return gen_audio, gen_audio |
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def get_source_image(image): |
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return image |
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def sadtalker_demo(result_dir='./tmp/'): |
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sad_talker = SadTalker() |
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with gr.Blocks(analytics_enabled=False) as sadtalker_interface: |
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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> \ |
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<a style='font-size:18px;color: #efefef' href='https://arxiv.org/abs/2211.12194'>Arxiv</a> \ |
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<a style='font-size:18px;color: #efefef' href='https://sadtalker.github.io'>Homepage</a> \ |
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<a style='font-size:18px;color: #efefef' href='https://github.com/Winfredy/SadTalker'> Github </div>") |
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with gr.Row().style(equal_height=False): |
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with gr.Column(variant='panel'): |
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with gr.Tabs(elem_id="sadtalker_source_image"): |
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with gr.TabItem('Upload image'): |
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with gr.Row(): |
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source_image = gr.Image(label="Source image", source="upload", type="filepath").style(height=256,width=256) |
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with gr.Tabs(elem_id="sadtalker_driven_audio"): |
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with gr.TabItem('Upload audio(wav only currently)'): |
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with gr.Column(variant='panel'): |
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driven_audio = gr.Audio(label="Input audio", source="upload", type="filepath") |
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with gr.Column(variant='panel'): |
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with gr.Tabs(elem_id="sadtalker_checkbox"): |
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with gr.TabItem('Settings'): |
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with gr.Column(variant='panel'): |
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is_still_mode = gr.Checkbox(label="w/ Still Mode (fewer head motion)") |
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enhancer = gr.Checkbox(label="w/ GFPGAN as Face enhancer") |
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submit = gr.Button('Generate', elem_id="sadtalker_generate", variant='primary') |
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with gr.Tabs(elem_id="sadtalker_genearted"): |
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gen_video = gr.Video(label="Generated video", format="mp4").style(height=256,width=256) |
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gen_text = gr.Textbox(visible=False) |
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with gr.Row(): |
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examples = [ |
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[ |
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'examples/source_image/art_10.png', |
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'examples/driven_audio/deyu.wav', |
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True, |
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False |
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] |
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] |
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gr.Examples(examples=examples, |
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inputs=[ |
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source_image, |
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driven_audio, |
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is_still_mode, |
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enhancer, |
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gr.Textbox(value=result_dir, visible=False)], |
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outputs=[gen_video, gen_text], |
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fn=sad_talker.test, |
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cache_examples=os.getenv('SYSTEM') == 'spaces') |
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submit.click( |
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fn=sad_talker.test, |
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inputs=[source_image, |
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driven_audio, |
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is_still_mode, |
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enhancer, |
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gr.Textbox(value=result_dir, visible=False)], |
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outputs=[gen_video, gen_text] |
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) |
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return sadtalker_interface |
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if __name__ == "__main__": |
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sadtalker_result_dir = os.path.join('./', 'results') |
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demo = sadtalker_demo(sadtalker_result_dir) |
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demo.launch() |
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