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import gradio as gr
import os
import allin1
import time
from pathlib import Path
HEADER = """
<header style="text-align: center;">
<h1>
All-In-One Music Structure Analyzer 🔮
</h1>
<p>
<a href="https://github.com/mir-aidj/all-in-one">[Python Package]</a>
<a href="https://arxiv.org/abs/2307.16425">[Paper]</a>
<a href="https://taejun.kim/music-dissector/">[Visual Demo]</a>
</p>
</header>
<main
style="display: flex; justify-content: center;"
>
<div
style="display: inline-block;"
>
<p>
This Space demonstrates the music structure analyzer predicts:
<ul
style="padding-left: 1rem;"
>
<li>BPM</li>
<li>Beats</li>
<li>Downbeats</li>
<li>Functional segment boundaries</li>
<li>Functional segment labels (e.g. intro, verse, chorus, bridge, outro)</li>
</ul>
</p>
<p>
For more information, please visit the links above ✨🧸
</p>
</div>
</main>
"""
CACHE_EXAMPLES = os.getenv('CACHE_EXAMPLES', '1') == '1'
def analyze(path):
#Measure time for inference
start = time.time()
path = Path(path)
result = allin1.analyze(
path,
out_dir='./struct',
multiprocess=False,
keep_byproducts=True, # TODO: remove this
)
fig = allin1.visualize(
result,
multiprocess=False,
)
fig.set_dpi(300)
allin1.sonify(
result,
out_dir='./sonif',
multiprocess=False,
)
sonif_path = Path(f'./sonif/{path.stem}.sonif{path.suffix}').resolve().as_posix()
#Measure time for inference
end = time.time()
elapsed_time = end-start
return result.bpm, fig, sonif_path, elapsed_time
with gr.Blocks() as demo:
gr.HTML(HEADER)
input_audio_path = gr.Audio(
label='Input',
source='upload',
type='filepath',
format='mp3',
show_download_button=False,
)
button = gr.Button('Analyze', variant='primary')
output_viz = gr.Plot(label='Visualization')
with gr.Row():
output_bpm = gr.Textbox(label='BPM', scale=1)
output_sonif = gr.Audio(
label='Sonification',
type='filepath',
format='mp3',
show_download_button=False,
scale=9,
)
elapsed_time = gr.Textbox(label='Overall inference time', scale=1)
#gr.Examples(
# examples=[
# './assets/NewJeans - Super Shy.mp3',
# './assets/Bruno Mars - 24k Magic.mp3'
# ],
# inputs=input_audio_path,
# outputs=[output_bpm, output_viz, output_sonif],
# fn=analyze,
# cache_examples=CACHE_EXAMPLES,
#)
button.click(
fn=analyze,
inputs=input_audio_path,
outputs=[output_bpm, output_viz, output_sonif, elapsed_time],
api_name='analyze',
)
if __name__ == '__main__':
demo.launch()
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