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Create app.py
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app.py
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import gradio as gr
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def process_audio(file, model, prompt, start, length):
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# Dummy processing function to demonstrate functionality
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# Replace this with actual audio processing code
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processed_audio_path = "processed_audio.wav"
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# Add your audio processing code here
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return processed_audio_path
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def main():
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with gr.Blocks() as demo:
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gr.Markdown(
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"""
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# Drums Generation in Different Models
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Upload your audio file to process with AudioLDM2 or StableAudio
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"""
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)
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with gr.Row():
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with gr.Column():
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audio_file = gr.Audio(source="upload", type="file", label="Choose an audio file")
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model_choice = gr.Radio(choices=['AudioLDM2', 'StableAudio'], label='Choose a model for processing')
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prompt_text = gr.Textbox(label='Enter a prompt for the audio processing')
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start_point = gr.Slider(0.0, 60.0, 0.0, step=1.0, label='Choose a starting point for the audio (seconds)')
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output_length = gr.Slider(1.0, 60.0, 10.0, step=1.0, label='Choose the length of the output audio (seconds)')
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gr.Markdown('**Note:** Longer audio takes more time to generate.')
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process_button = gr.Button("Process Audio")
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output_audio = gr.Audio(label="Processed Audio")
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download_button = gr.File(label="Download Processed Audio")
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def on_process(audio_file, model_choice, prompt_text, start_point, output_length):
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processed_audio = process_audio(audio_file, model_choice, prompt_text, start_point, output_length)
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return processed_audio, processed_audio
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process_button.click(on_process, inputs=[audio_file, model_choice, prompt_text, start_point, output_length], outputs=[output_audio, download_button])
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gr.Markdown("---")
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gr.Markdown("## Examples")
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exmples_prompts = ["wiwi", "pipi", "wifi"]
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example_titles = ["Original Audio", "Separated Audio", "AudioLDM2", "StableAudio"]
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for prompt in exmples_prompts:
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with gr.Group():
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gr.Markdown(f"**Prompt: {prompt}**")
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with gr.Row():
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for title in example_titles:
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with gr.Column():
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gr.Markdown(f"**{title}**")
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gr.Audio("goodres.wav", label=f"{title} Audio")
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gr.Markdown("---")
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gr.Markdown("## Useful Links")
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links = [
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{"url": "https://example.com", "type": "Regular Website", "text": "This is a regular website"},
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{"url": "https://github.com/example", "type": "GitHub", "text": "This is a GitHub repository"},
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{"url": "https://colab.research.google.com", "type": "Google Colab", "text": "This is a Google Colab link"}
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]
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logo_urls = {
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"GitHub": "https://github.githubassets.com/images/modules/logos_page/GitHub-Mark.png",
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"Google Colab": "https://colab.research.google.com/img/colab_favicon_256px.png"
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}
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for link in links:
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if link["type"] in logo_urls:
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gr.HTML(f'<div style="display: flex; align-items: center;"><img src="{logo_urls[link["type"]]}" alt="{link["type"]} logo" width="24" style="margin-right: 10px;"><a href="{link["url"]}" target="_blank">{link["text"]}</a> - <i>{link["type"]}</i></div>')
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else:
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gr.Markdown(f"[{link['text']}]({link['url']}) - *{link['type']}*")
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gr.Markdown("""
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<div style="text-align: center; padding: 20px; background: rgba(0, 0, 0, 0.7); color: white; border-top: 1px solid #ddd; margin-top: 30px;">
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Made with ❤️ using Gradio
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</div>
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""")
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demo.launch()
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if __name__ == "__main__":
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main()
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