Update generate.py
Browse files- generate.py +4 -18
generate.py
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@@ -3,26 +3,14 @@ import soundfile as sf
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import uuid
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import os
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from audiocraft.models import MusicGen
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from styles import STYLES
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from storage import upload_audio
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MODEL = None
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def load_model():
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global MODEL
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if MODEL is None:
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MODEL = MusicGen.get_pretrained("facebook/musicgen-small")
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MODEL.set_generation_params(duration=10)
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def build_prompt(user_prompt, style):
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if style and style in STYLES:
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return f"{STYLES[style]}, {user_prompt}"
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return user_prompt
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def generate_music(prompt, duration=10):
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@@ -34,10 +22,8 @@ def generate_music(prompt, duration=10):
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wav = MODEL.generate([prompt])
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filename = f"{uuid.uuid4().hex}.wav"
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sf.write(output_path, wav[0].cpu().numpy().T, 32000)
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return
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import uuid
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import os
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MODEL = None
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def load_model():
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global MODEL
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if MODEL is None:
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from audiocraft.models import MusicGen
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MODEL = MusicGen.get_pretrained("facebook/musicgen-small")
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def generate_music(prompt, duration=10):
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wav = MODEL.generate([prompt])
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filename = f"{uuid.uuid4().hex}.wav"
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path = f"outputs/{filename}"
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sf.write(path, wav[0].cpu().numpy().T, 32000)
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return path
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