Update app.py
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app.py
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import wave
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import gradio as gr
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def get_audio_duration(audio_file):
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def get_training_info(audio_file):
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with gr.Blocks(theme=gr.themes.Base(primary_hue="sky", secondary_hue="blue"), title="RVC TRAINING HELPER") as demo:
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with gr.Tab("Main Settings"):
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with gr.Tab("Credits"):
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gr.Markdown("### This code
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with gr.Tab('Tutorial'):
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gr.Markdown(
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"""
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Step by Step
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1. Upload audio file (or record yourself by
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2. Click `Start!` button
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And
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"""
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demo.launch(debug=True)
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import wave
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import gradio as gr
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def get_audio_duration(audio_file):
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"""Get the duration of the audio file in seconds."""
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try:
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with wave.open(audio_file, 'rb') as audio:
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frames = audio.getnframes()
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rate = audio.getframerate()
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duration = frames / float(rate)
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return duration
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except wave.Error:
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raise ValueError("Invalid audio file. Please upload a valid .wav file.")
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def get_training_info(audio_file):
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"""Determine training parameters based on the duration of the audio file."""
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try:
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if audio_file is None:
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raise ValueError as e:
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return gr.Error('Please provide an audio file.')
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duration = get_audio_duration(audio_file)
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sample_rate = wave.open(audio_file, 'rb').getframerate()
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training_info = {
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(0, 2): (150, 'TITAN'),
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(2, 3): (200, 'TITAN'),
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(3, 5): (250, 'TITAN'),
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(5, 10): (300, 'normal'),
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(10, 25): (500, 'Normal'),
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(25, 45): (700, 'Normal'),
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(45, 60): (1000, 'Normal')
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}
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for (min_duration, max_duration), (epochs, pretrain) in training_info.items():
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if min_duration <= duration < max_duration:
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return f'You should use the **{pretrain}** pretrain with **{epochs}** epochs at **{sample_rate / 1000} kHz** sample rate. Good luck with your training!'
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return 'Duration is not within the specified range.'
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except ValueError as e:
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return gr.Error(str(e))
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with gr.Blocks(theme=gr.themes.Base(primary_hue="sky", secondary_hue="blue"), title="RVC TRAINING HELPER") as demo:
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with gr.Tab("Main Settings"):
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audio_input = gr.Audio(type="filepath", label="Your Audio here")
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start_button = gr.Button("Start!")
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output_text = gr.Textbox(scale=3, label="Your Output here")
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start_button.click(get_training_info, inputs=[audio_input], outputs=[output_text])
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with gr.Tab("Credits"):
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gr.Markdown("### This code originally by [TheStinger](https://huggingface.co/TheStinger)<br>Edited by Blane187")
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with gr.Tab('Tutorial'):
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gr.Markdown(
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"""
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### Step by Step Guide
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1. Upload an audio file (or record yourself by tapping the mic button).
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2. Click the `Start!` button.
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And you're done!
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"""
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demo.launch(debug=True)
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