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Commit
·
2deb721
1
Parent(s):
3c30d79
Added: Stereo Music Generation Support
Browse files
server.py
CHANGED
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@@ -15,8 +15,9 @@ warnings.simplefilter('ignore')
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# Parse command line arguments
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parser = argparse.ArgumentParser(description="Music Generation Server")
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parser.add_argument("--
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parser.add_argument("--device", type=str, default="cuda", help="Device to load the model on")
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parser.add_argument("--host", type=str, default="0.0.0.0", help="Host to run the server on")
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parser.add_argument("--port", type=int, default=8000, help="Port to run the server on")
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@@ -25,6 +26,12 @@ args = parser.parse_args()
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# Initialize the FastAPI app
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app = FastAPI()
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# Load the model with the provided arguments
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musicgen_model = musicgen.MusicGen.get_pretrained(args.model_name, device=args.device)
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@@ -37,12 +44,13 @@ def generate_music(request: MusicRequest):
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try:
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musicgen_model.set_generation_params(duration=request.duration)
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result = musicgen_model.generate(request.prompts, progress=False)
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result = result.squeeze().cpu().numpy()
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sample_rate = musicgen_model.sample_rate
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buffer = io.BytesIO()
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wav_write(buffer, sample_rate, result)
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buffer.seek(0)
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return StreamingResponse(buffer, media_type="audio/wav")
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# Parse command line arguments
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parser = argparse.ArgumentParser(description="Music Generation Server")
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parser.add_argument("--model", type=str, default="musicgen-stereo-small", help="Pretrained model name")
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parser.add_argument("--device", type=str, default="cuda", help="Device to load the model on")
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parser.add_argument("--duration", type=int, default=10, help="Duration of generated music in seconds")
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parser.add_argument("--host", type=str, default="0.0.0.0", help="Host to run the server on")
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parser.add_argument("--port", type=int, default=8000, help="Port to run the server on")
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# Initialize the FastAPI app
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app = FastAPI()
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# Build the model name based on the provided arguments
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if args.model.startswith('facebook/'):
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args.model_name = args.model
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else:
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args.model_name = f"facebook/{args.model}"
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# Load the model with the provided arguments
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musicgen_model = musicgen.MusicGen.get_pretrained(args.model_name, device=args.device)
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try:
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musicgen_model.set_generation_params(duration=request.duration)
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result = musicgen_model.generate(request.prompts, progress=False)
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result = result.squeeze().cpu().numpy().T
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sample_rate = musicgen_model.sample_rate
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buffer = io.BytesIO()
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wav_write(buffer, sample_rate, result)
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buffer.seek(0)
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return StreamingResponse(buffer, media_type="audio/wav")
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