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Update app.py
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app.py
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@@ -11,12 +11,13 @@ device = "cuda:0" if torch.cuda.is_available() else "cpu"
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asr_pipe = pipeline("automatic-speech-recognition", model="openai/whisper-tiny", device=device)
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# load text-to-speech checkpoint and speaker embeddings
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model_id = "Ellight/speecht5_finetuned_voxpopuli_nl" # update with your model id
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# pipe = pipeline("automatic-speech-recognition", model=model_id)
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model = SpeechT5ForTextToSpeech.from_pretrained(model_id)
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vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan")
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embeddings_dataset = load_dataset("Matthijs/cmu-arctic-xvectors", split="validation",trust_remote_code=True)
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speaker_embeddings = torch.tensor(embeddings_dataset[
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processor = SpeechT5Processor.from_pretrained(model_id)
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asr_pipe = pipeline("automatic-speech-recognition", model="openai/whisper-tiny", device=device)
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# load text-to-speech checkpoint and speaker embeddings
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model_id = "microsoft/speecht5_tts" #"Ellight/speecht5_finetuned_voxpopuli_nl" # update with your model id
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# pipe = pipeline("automatic-speech-recognition", model=model_id)
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model = SpeechT5ForTextToSpeech.from_pretrained(model_id)
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vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan")
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embeddings_dataset = load_dataset("Matthijs/cmu-arctic-xvectors", split="validation",trust_remote_code=True))
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speaker_embeddings = torch.tensor(embeddings_dataset[7306]["xvector"]).unsqueeze(0)
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# speaker_embeddings = torch.tensor(embeddings_dataset[7440]["xvector"]).unsqueeze(0)
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processor = SpeechT5Processor.from_pretrained(model_id)
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