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Update app.py
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app.py
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import tempfile
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from audiocraft.models import MusicGen
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from audiocraft.data.audio import audio_write
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import gradio as gr
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import torch
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import uuid
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import os
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from scipy.io.wavfile import write
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model
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model.set_generation_params(duration=5)
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def generate_music(description):
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f'{file_id}.wav'
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)
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return file_path
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iface = gr.Interface(
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fn=generate_music,
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inputs="text",
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outputs=gr.components.Audio(type="filepath", label="Audio"),
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title="Text to Audio Generation",
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description="Generate audio based on text descriptions.",
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live=False
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)
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iface.launch(debug=True)
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import tempfile
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from audiocraft.models import MusicGen
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from audiocraft.data.audio import audio_write
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import gradio as gr
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import torch
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import uuid
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import os
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from scipy.io.wavfile import write
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model = MusicGen.get_pretrained("facebook/musicgen-small")
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model.set_generation_params(duration=5)
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def generate_music(description):
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# This line was not indented properly, fixed by adding indentation
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wav = model.generate([description])
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audio_array = wav.cpu().numpy().squeeze()
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sample_rate = model.sample_rate
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# Generate a unique file path
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file_id = uuid.uuid1()
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file_path = os.path.join(
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tempfile.gettempdir(),
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f'{file_id}.wav'
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)
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print(f"Temporary directory: {tempfile.gettempdir()}")
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print(f"File path: {file_path}")
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# Write the audio file to the temporary path
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write(file_path, rate=sample_rate, data=audio_array)
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return file_path
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# Create the Gradio interface
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iface = gr.Interface(
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fn=generate_music,
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inputs="text",
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outputs=gr.components.Audio(type="filepath", label="Audio"),
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title="Text to Audio Generation",
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description="Generate audio based on text descriptions.",
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live=False
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)
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# Launch the Gradio interface
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iface.launch(debug=True)
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