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Create app.py

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  1. app.py +26 -0
app.py ADDED
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+ import torch
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+ from transformers import AutoTokenizer, VitsModel
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+ import scipy.io.wavfile
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+ import gradio as gr
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+
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+ model = VitsModel.from_pretrained("facebook/mms-tts-chv")
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+ tokenizer = AutoTokenizer.from_pretrained("facebook/mms-tts-chv")
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+
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+ def tts_chuvash(text):
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+ inputs = tokenizer(text, return_tensors="pt")
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+ with torch.no_grad():
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+ speech = model(**inputs).waveform
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+
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+ audio_np = speech.squeeze().cpu().numpy()
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+ sampling_rate = model.config.sampling_rate
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+ return (sampling_rate, audio_np)
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+
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+ demo = gr.Interface(
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+ fn=tts_chuvash,
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+ inputs=gr.Textbox(label="Текст чăвашла чĕлхи (Chuvash Cyrillic)"),
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+ outputs=gr.Audio(label="Аудио"),
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+ title="Чăваш TTS (Facebook VITS)",
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+ description="Модель TTS на чăваш чĕлхи с помощью MMS-TTS от Facebook (поддерживает только кириллицу)"
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+ )
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+
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+ demo.launch()