Upload 2 files
Browse files- handler.py +20 -0
- requirements.txt +3 -0
handler.py
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from audiocraft.models import MusicGen
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from scipy.io.wavfile import write
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import torch
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import io
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class EndpointHandler:
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def __init__(self, path=""):
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self.model = MusicGen.get_pretrained("facebook/musicgen-large")
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self.model.set_generation_params(duration=8) # seconds
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def __call__(self, data):
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prompt = data.get("inputs", "calm ambient piano")
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wav = self.model.generate([prompt])
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sample_rate = 32000
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buffer = io.BytesIO()
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write(buffer, sample_rate, wav[0].cpu().numpy())
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buffer.seek(0)
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return {"audio": buffer.read()}
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requirements.txt
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audiocraft
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torch
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scipy
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