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import gradio as gr | |
import subprocess | |
from subprocess import call | |
with gr.Blocks() as ui: | |
with gr.Row(): | |
video = gr.File(label="Video or Image", info="Filepath of video/image that contains faces to use") | |
audio = gr.File(label="Audio", info="Filepath of video/audio file to use as raw audio source") | |
with gr.Column(): | |
checkpoint = gr.Radio(["wav2lip", "wav2lip_gan"], label="Checkpoint", info="Name of saved checkpoint to load weights from") | |
no_smooth = gr.Checkbox(label="No Smooth", info="Prevent smoothing face detections over a short temporal window") | |
resize_factor = gr.Slider(minimum=1, maximum=4, step=1, label="Resize Factor", info="Reduce the resolution by this factor. Sometimes, best results are obtained at 480p or 720p") | |
with gr.Row(): | |
with gr.Column(): | |
pad_top = gr.Slider(minimum=0, maximum=50, step=1, value=0, label="Pad Top", info="Padding above") | |
pad_bottom = gr.Slider(minimum=0, maximum=50, step=1, value=10, label="Pad Bottom (Often increasing this to 20 allows chin to be included)", info="Padding below lips") | |
pad_left = gr.Slider(minimum=0, maximum=50, step=1, value=0, label="Pad Left", info="Padding to the left of lips") | |
pad_right = gr.Slider(minimum=0, maximum=50, step=1, value=0, label="Pad Right", info="Padding to the right of lips") | |
generate_btn = gr.Button("Generate") | |
with gr.Column(): | |
result = gr.Video() | |
def generate(video, audio, checkpoint, no_smooth, resize_factor, pad_top, pad_bottom, pad_left, pad_right): | |
if video is None or audio is None or checkpoint is None: | |
return | |
smooth = "--nosmooth" if no_smooth else "" | |
# if nosmooth == False: | |
# !python inference.py --checkpoint_path $checkpoint_path --face "../sample_data/input_vid.mp4" --audio "../sample_data/input_audio.wav" --pads $pad_top $pad_bottom $pad_left $pad_right --resize_factor $rescaleFactor | |
# else: | |
# !python inference.py --checkpoint_path $checkpoint_path --face "../sample_data/input_vid.mp4" --audio "../sample_data/input_audio.wav" --pads $pad_top $pad_bottom $pad_left $pad_right --resize_factor $rescaleFactor --nosmooth | |
cmd = f"python inference.py --checkpoint_path {checkpoint} --face {video} --audio {audio} --pads {pad_top} {pad_bottom} {pad_left} {pad_right} --resize_factor {resize_factor} {smooth}" | |
print(cmd) | |
call(cmd) | |
return "results/output.mp4" | |
generate_btn.click( | |
generate, | |
[video, audio, checkpoint, pad_top, pad_bottom, pad_left, pad_right, resize_factor], | |
result) | |
ui.queue().launch(debug=True) |