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Update app.py
Browse filesTry to add model fine-tuned for Czech language
app.py
CHANGED
@@ -12,9 +12,11 @@ device = "cuda:0" if torch.cuda.is_available() else "cpu"
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asr_pipe = pipeline("automatic-speech-recognition", model="openai/whisper-base", device=device)
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# load text-to-speech checkpoint and speaker embeddings
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processor = SpeechT5Processor.from_pretrained("microsoft/speecht5_tts")
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model = SpeechT5ForTextToSpeech.from_pretrained("
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vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan").to(device)
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embeddings_dataset = load_dataset("Matthijs/cmu-arctic-xvectors", split="validation")
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asr_pipe = pipeline("automatic-speech-recognition", model="openai/whisper-base", device=device)
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# load text-to-speech checkpoint and speaker embeddings
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#processor = SpeechT5Processor.from_pretrained("microsoft/speecht5_tts")
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processor = SpeechT5Processor.from_pretrained("kfahn/speecht5_finetuned_voxpopuli_cs")
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model = SpeechT5ForTextToSpeech.from_pretrained("kfahn/speecht5_finetuned_voxpopuli_cs").to(device)
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#model = SpeechT5ForTextToSpeech.from_pretrained("microsoft/speecht5_tts").to(device)
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vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan").to(device)
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embeddings_dataset = load_dataset("Matthijs/cmu-arctic-xvectors", split="validation")
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