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import os, sys
import tempfile
import gradio as gr
from modules.text2speech import text2speech
from modules.sadtalker_test import SadTalker
def get_driven_audio(audio):
if os.path.isfile(audio):
return audio
else:
save_path = tempfile.NamedTemporaryFile(
delete=False,
suffix=("." + "wav"),
)
gen_audio = text2speech(audio, save_path.name)
return gen_audio, gen_audio
def get_source_image(image):
return image
def sadtalker_demo(result_dir='./tmp/'):
sad_talker = SadTalker()
with gr.Blocks(analytics_enabled=False) as sadtalker_interface:
gr.Markdown("<div align='center'> <h3> 😭 SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation (CVPR 2023) </h3> \
<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 </a> </div>")
with gr.Row():
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)
with gr.Tabs(elem_id="sadtalker_driven_audio"):
with gr.TabItem('Upload audio(wav/mp3 only currently)'):
with gr.Column(variant='panel'):
driven_audio = gr.Audio(label="Input audio", source="upload", type="filepath")
with gr.Column(variant='panel'):
with gr.Tabs(elem_id="sadtalker_checkbox"):
with gr.TabItem('Settings'):
with gr.Column(variant='panel'):
is_still_mode = gr.Checkbox(label="Still Mode (fewer head motion)").style(container=True)
is_resize_mode = gr.Checkbox(label="Resize Mode (⚠️ Resize mode need manually crop the image firstly, can handle larger image crop)").style(container=True)
is_enhance_mode = gr.Checkbox(label="Enhance Mode (better face quality )").style(container=True)
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)
gen_text = gr.Textbox(visible=False)
with gr.Row():
examples = [
[
'examples/source_image/art_10.png',
'examples/driven_audio/deyu.wav',
True,
False,
False
],
[
'examples/source_image/art_1.png',
'examples/driven_audio/fayu.wav',
True,
True,
False
],
[
'examples/source_image/art_9.png',
'examples/driven_audio/itosinger1.wav',
True,
False,
True
]
]
gr.Examples(examples=examples,
inputs=[
source_image,
driven_audio,
is_still_mode,
is_resize_mode,
is_enhance_mode,
gr.Textbox(value=result_dir, visible=False)],
outputs=[gen_video, gen_text],
fn=sad_talker.test,
cache_examples=os.getenv('SYSTEM') == 'spaces')
submit.click(
fn=sad_talker.test,
inputs=[source_image,
driven_audio,
is_still_mode,
is_resize_mode,
is_enhance_mode,
gr.Textbox(value=result_dir, visible=False)],
outputs=[gen_video, gen_text],
api_name="sadtalking",
enable_queue=True
)
return sadtalker_interface
if __name__ == "__main__":
sadtalker_result_dir = os.path.join('./', 'results')
demo = sadtalker_demo(sadtalker_result_dir)
demo.launch()
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