Create app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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import scipy.io.wavfile as wavfile
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import numpy as np
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# Load the small version of MusicGen (Fits in Free Tier memory)
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model_id = "facebook/musicgen-small"
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synthesizer = pipeline("text-to-audio", model=model_id)
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def generate_music(prompt):
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# The model generates the audio based on your prompt
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output = synthesizer(prompt, forward_params={"do_sample": True})
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# Extract the audio data and sampling rate
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sampling_rate = output["sampling_rate"]
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audio_data = output["audio"]
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# Hugging Face/Gradio expects a tuple of (rate, data)
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# We ensure the data is in the correct format (float32 or int16)
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return (sampling_rate, audio_data.T)
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# Create the beautiful web interface
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with gr.Blocks() as demo:
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gr.Markdown("# 🎵 Open Hearts Music Generator")
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gr.Markdown("Enter your cinematic prompt below to generate a unique track.")
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with gr.Row():
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with gr.Column():
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input_text = gr.Textbox(
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label="Your Music Prompt",
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placeholder="A cinematic pop-folk crossover with piano and strings...",
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lines=3
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)
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generate_btn = gr.Button("Generate Music", variant="primary")
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with gr.Column():
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audio_output = gr.Audio(label="Resulting Audio")
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# Connect the button to the function
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generate_btn.click(fn=generate_music, inputs=input_text, outputs=audio_output)
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# Launch the app
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if __name__ == "__main__":
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demo.launch()
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