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import gradio as gr | |
from transformers import pipeline | |
# Sentiment Analysis | |
sentiment = pipeline("sentiment-analysis") | |
def get_sentiment(input_text): | |
return sentiment(input_text) | |
iface_sentiment = gr.Interface(get_sentiment, inputs="text", outputs="text", title="Sentiment Analysis") | |
# Text to Speech Translation | |
tts_title = "Text to Speech Translation" | |
tts_examples = [ | |
"I love learning machine learning", | |
"How do you do?", | |
] | |
tts_demo = gr.Interface.load( | |
"huggingface/facebook/fastspeech2-en-ljspeech", | |
title=tts_title, | |
examples=tts_examples, | |
description="Give me something to say!", | |
) | |
# Launching both interfaces | |
demo = gr.TabbedInterface([iface_sentiment, tts_demo], ["Sentiment Analysis", "Text to Speech"]) | |
if __name__ == "__main__": | |
demo.launch() |