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import os |
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from tempfile import gettempdir |
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import gradio as gr |
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import subprocess |
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os.system("git clone https://github.com/doevent/FullSubNet-plus") |
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os.system("mv FullSubNet-plus/speech_enhance .") |
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os.system("mv FullSubNet-plus/config .") |
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os.system("gdown https://drive.google.com/uc?id=1UJSt1G0P_aXry-u79LLU_l9tCnNa2u7C -O best_model.tar") |
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from speech_enhance.tools.denoise_server import start |
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def duration(input_audio) -> int: |
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command = f"ffprobe -v error -show_entries format=duration -of default=noprint_wrappers=1:nokey=1 -i {input_audio}" |
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result = subprocess.run(command, shell=True, stdout=subprocess.PIPE) |
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data = result.stdout.decode('ascii').rstrip() |
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return int(float(data)) |
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def inference(audio): |
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try: |
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if audio.find("audio") < 0: |
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if duration(audio) >= 150: |
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return "error.wav" |
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result = start(to_list_files=[audio]) |
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return result |
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except Exception as e: |
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return "error.wav" |
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title = """<h1 id="title">DeNoise Speech Enhancement</h1>""" |
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description = """ |
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This is an unofficial demo for FullSubNet-plus: DeNoise Speech Enhancement. To use it, simply upload your audio, or click one of the examples to load them. Read more at the links below. |
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Link to GitHub: |
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- [FullSubNet +](https://github.com/hit-thusz-RookieCJ/FullSubNet-plus) |
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""" |
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twitter_link = "[](https://twitter.com/DoEvent)" |
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css = ''' |
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h1#title { |
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text-align: center; |
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} |
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''' |
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demo = gr.Blocks(css=css) |
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with demo: |
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gr.Markdown(title) |
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gr.Markdown(description) |
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gr.Markdown(twitter_link) |
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with gr.Tabs(): |
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with gr.TabItem("Upload audio"): |
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iface = gr.Interface( |
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inference, |
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inputs = gr.Audio(source="upload", type="filepath"), |
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outputs = gr.Audio(type="file"), |
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examples=[["man.wav"], ["woman.wav"]]) |
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with gr.TabItem("Record your voice"): |
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iface = gr.Interface( |
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inference, |
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inputs = gr.Audio(source="microphone", label="Record yourself reading something out loud", type="filepath"), |
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outputs = gr.Audio(type="file"), |
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) |
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gr.Markdown("<div><center><img src='https://visitor-badge.glitch.me/badge?page_id=max_skobeev_fullsubnet_plus_public' alt='visitor badge'></center></div>") |
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demo.launch(enable_queue=True, debug=True, show_error=True) |
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