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import gradio as gr
import subprocess
from moviepy.editor import VideoFileClip
def convert_to_mp4_with_aac(input_path, output_path):
# Load the video
video = VideoFileClip(input_path)
# Set the output format to mp4 with AAC codec
video.write_videofile(output_path, codec="libx264", audio_codec="aac")
return output_path
def execute_command(command: str) -> None:
subprocess.run(command, check=True)
def infer():
output_name = "acknowledgement_english@M030_front_neutral_level1_001@male_face"
command = [
f"python",
f"inference_for_demo_video.py",
f"--wav_path=data/audio/acknowledgement_english.m4a",
f"--style_clip_path=data/style_clip/3DMM/M030_front_neutral_level1_001.mat",
f"--pose_path=data/pose/RichardShelby_front_neutral_level1_001.mat",
f"--image_path=data/src_img/uncropped/male_face.png",
f"--cfg_scale=1.0",
f"--max_gen_len=30",
f"--output_name={output_name}"
]
execute_command(command)
# Convert video to compatible codecs
input_file = f"output_video/{output_name}.mp4"
output_file = f"{output_name}.mp4"
result = convert_to_mp4_with_aac(input_file, output_file)
return result
with gr.Blocks() as demo:
with gr.Column():
with gr.Row():
with gr.Column():
run_btn = gr.Button("Run")
with gr.Column():
output_video = gr.Video(format="mp4")
run_btn.click(
fn = infer,
inputs = [],
outputs = [output_video]
)
demo.launch() |