Rename =0.2.0 to app.py
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=0.2.0
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app.py
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import os
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import gradio as gr
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from lib.infer import infer_audio
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from pydub import AudioSegment
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import shutil
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# Main function to process audio
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def process_audio(MODEL_NAME, SOUND_PATH, F0_CHANGE, F0_METHOD, MIN_PITCH, MAX_PITCH, CREPE_HOP_LENGTH, INDEX_RATE,
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FILTER_RADIUS, RMS_MIX_RATE, PROTECT, SPLIT_INFER, MIN_SILENCE, SILENCE_THRESHOLD, SEEK_STEP,
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KEEP_SILENCE, FORMANT_SHIFT, QUEFRENCY, TIMBRE, F0_AUTOTUNE, OUTPUT_FORMAT, upload_audio=None):
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# If no sound path is given, use the uploaded file
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if not SOUND_PATH and upload_audio is not None:
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SOUND_PATH = os.path.join("uploaded_audio", upload_audio.name)
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with open(SOUND_PATH, "wb") as f:
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f.write(upload_audio.read())
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# Check if a model name is provided
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if not MODEL_NAME:
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return "Please provide a model name."
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# Run the inference
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os.system("chmod +x stftpitchshift")
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inferred_audio = infer_audio(
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MODEL_NAME,
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SOUND_PATH,
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F0_CHANGE,
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F0_METHOD,
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MIN_PITCH,
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MAX_PITCH,
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CREPE_HOP_LENGTH,
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INDEX_RATE,
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FILTER_RADIUS,
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RMS_MIX_RATE,
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PROTECT,
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SPLIT_INFER,
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MIN_SILENCE,
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SILENCE_THRESHOLD,
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SEEK_STEP,
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KEEP_SILENCE,
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FORMANT_SHIFT,
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QUEFRENCY,
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TIMBRE,
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F0_AUTOTUNE,
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OUTPUT_FORMAT
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)
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# Output the inferred audio file
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return inferred_audio
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# Gradio Blocks Interface
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with gr.Blocks(tite="Hex RVC") as app:
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gr.Markdown("## Hex RVC")
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# Model Input
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with gr.Row():
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MODEL_NAME = gr.Textbox(label="Model Name", placeholder="Enter model name")
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# Audio Upload/Input
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with gr.Row():
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SOUND_PATH = gr.Textbox(label="Audio Path (Optional)", placeholder="Leave blank to upload audio")
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upload_audio = gr.File(label="Upload Audio", type='filepath', file_types=["audio"])
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# Main Settings
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with gr.Row():
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F0_CHANGE = gr.Number(label="Pitch Change (semitones)", value=0)
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F0_METHOD = gr.Dropdown(choices=["crepe", "harvest", "mangio-crepe", "rmvpe", "rmvpe+", "fcpe", "fcpe_legacy",
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"hybrid[mangio-crepe+rmvpe]", "hybrid[mangio-crepe+fcpe]",
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"hybrid[rmvpe+fcpe]", "hybrid[mangio-crepe+rmvpe+fcpe]"],
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label="F0 Method", value="fcpe")
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# Other Settings
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with gr.Row():
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MIN_PITCH = gr.Textbox(label="Min Pitch", value="50")
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MAX_PITCH = gr.Textbox(label="Max Pitch", value="1100")
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CREPE_HOP_LENGTH = gr.Number(label="Crepe Hop Length", value=120)
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INDEX_RATE = gr.Slider(label="Index Rate", minimum=0, maximum=1, value=0.75)
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FILTER_RADIUS = gr.Number(label="Filter Radius", value=3)
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RMS_MIX_RATE = gr.Slider(label="RMS Mix Rate", minimum=0, maximum=1, value=0.25)
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PROTECT = gr.Slider(label="Protect", minimum=0, maximum=1, value=0.33)
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# Advanced Settings
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with gr.Accordion("Advanced Settings", open=False):
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SPLIT_INFER = gr.Checkbox(label="Enable Split Inference", value=False)
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MIN_SILENCE = gr.Number(label="Min Silence (ms)", value=500)
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SILENCE_THRESHOLD = gr.Number(label="Silence Threshold (dBFS)", value=-50)
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SEEK_STEP = gr.Slider(label="Seek Step (ms)", minimum=1, maximum=10, value=1)
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KEEP_SILENCE = gr.Number(label="Keep Silence (ms)", value=200)
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FORMANT_SHIFT = gr.Checkbox(label="Enable Formant Shift", value=False)
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QUEFRENCY = gr.Number(label="Quefrency", value=0)
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TIMBRE = gr.Number(label="Timbre", value=1)
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F0_AUTOTUNE = gr.Checkbox(label="Enable F0 Autotune", value=False)
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# Output Settings
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OUTPUT_FORMAT = gr.Dropdown(choices=["wav", "flac", "mp3"], label="Output Format", value="wav")
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# Run Button
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run_button = gr.Button("Run Inference")
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# Audio Output
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output_audio = gr.Audio(label="Generated Audio", type='filepath')
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# Run the process_audio function on button click
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run_button.click(
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process_audio,
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inputs=[MODEL_NAME, SOUND_PATH, F0_CHANGE, F0_METHOD, MIN_PITCH, MAX_PITCH, CREPE_HOP_LENGTH, INDEX_RATE,
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FILTER_RADIUS, RMS_MIX_RATE, PROTECT, SPLIT_INFER, MIN_SILENCE, SILENCE_THRESHOLD, SEEK_STEP,
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KEEP_SILENCE, FORMANT_SHIFT, QUEFRENCY, TIMBRE, F0_AUTOTUNE, OUTPUT_FORMAT, upload_audio],
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outputs=output_audio
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)
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# Launch the Gradio app
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app.launch()
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