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Update app.py
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app.py
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@@ -1,9 +1,15 @@
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import gradio as gr
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import numpy as np
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import torch
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from datasets import load_dataset
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from transformers import SpeechT5ForTextToSpeech, SpeechT5HifiGan, SpeechT5Processor, pipeline, WhisperProcessor
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device = "cuda:0" if torch.cuda.is_available() else "cpu"
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@@ -16,7 +22,6 @@ processor = WhisperProcessor.from_pretrained(
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translator_en = pipeline("translation", model="Helsinki-NLP/opus-mt-mul-en")
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translator_ru = pipeline("translation", model="Helsinki-NLP/opus-mt-en-ru")
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from transformers import VitsModel, VitsTokenizer
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model = VitsModel.from_pretrained("facebook/mms-tts-rus")
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tokenizer = VitsTokenizer.from_pretrained("facebook/mms-tts-rus")
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"""ML_task3.ipynb
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Automatically generated by Colaboratory.
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Original file is located at
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https://colab.research.google.com/drive/1DfK6fjkAd9RjVx3MUGfDtAOulvEenk0E?authuser=0#scrollTo=x0BqFNWue3V8
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"""
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import gradio as gr
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import numpy as np
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import torch
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from datasets import load_dataset
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from transformers import SpeechT5ForTextToSpeech, SpeechT5HifiGan, SpeechT5Processor, pipeline, WhisperProcessor, VitsModel, VitsTokenizer
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device = "cuda:0" if torch.cuda.is_available() else "cpu"
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translator_en = pipeline("translation", model="Helsinki-NLP/opus-mt-mul-en")
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translator_ru = pipeline("translation", model="Helsinki-NLP/opus-mt-en-ru")
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model = VitsModel.from_pretrained("facebook/mms-tts-rus")
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tokenizer = VitsTokenizer.from_pretrained("facebook/mms-tts-rus")
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