Create huggingface_integration.py
Browse files- huggingface_integration.py +16 -0
huggingface_integration.py
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from transformers import PreTrainedModel, PretrainedConfig
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import torch
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from audio_craft_model import AudioCraftGenerator
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class AudioCraftForHuggingFace(PreTrainedModel):
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def __init__(self, config: PretrainedConfig, model_name='facebook/audiogen-medium', duration=5):
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super(AudioCraftForHuggingFace, self).__init__(config)
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self.audio_craft_generator = AudioCraftGenerator(model_name, duration)
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def forward(self, descriptions):
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with torch.no_grad():
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wav = self.audio_craft_generator(descriptions)
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return wav
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def save_wav(self, wav, idx):
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return self.audio_craft_generator.save_wav(wav, idx)
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