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Create app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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from gtts import gTTS
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# Load translation model
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translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-fr")
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def translate_and_speak(text, target_language):
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# Translate text
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translated_text = translator(text, tgt_lang=target_language)[0]['translation_text']
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# Convert text to speech
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tts = gTTS(translated_text, lang=target_language)
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output_path = "output.mp3"
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tts.save(output_path)
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return translated_text, output_path
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# Gradio Interface
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demo = gr.Interface(
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fn=translate_and_speak,
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inputs=[
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gr.Textbox(label="Enter Text"),
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gr.Dropdown(["fr", "es", "de", "it", "zh", "ar", "hi", "ur"], label="Target Language")
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],
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outputs=[
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gr.Textbox(label="Translated Text"),
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gr.Audio(label="Generated Speech")
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]
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)
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demo.launch()
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