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Update 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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def translate_and_speak(text, target_language):
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translated_text = translator(text, tgt_lang=target_language)[0]['translation_text']
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# Gradio Interface
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demo = gr.Interface(
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demo.launch(share=True)
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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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import os
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# Mapping user-selected languages to available translation models
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TRANSLATION_MODELS = {
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"fr": "Helsinki-NLP/opus-mt-en-fr",
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"es": "Helsinki-NLP/opus-mt-en-es",
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"de": "Helsinki-NLP/opus-mt-en-de",
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"it": "Helsinki-NLP/opus-mt-en-it",
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"zh": "Helsinki-NLP/opus-mt-en-zh",
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"ar": "Helsinki-NLP/opus-mt-en-ar",
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"hi": "Helsinki-NLP/opus-mt-en-hi",
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"ur": "Helsinki-NLP/opus-mt-en-ur"
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}
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# Language mapping for gTTS
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TTS_LANGUAGES = {
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"fr": "fr",
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"es": "es",
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"de": "de",
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"it": "it",
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"zh": "zh",
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"ar": "ar",
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"hi": "hi",
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"ur": "ur"
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}
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def translate_and_speak(text, target_language):
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""" Translates input text to the selected language and converts it to speech. """
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if not text.strip():
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return "Please enter some text.", None
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if target_language not in TRANSLATION_MODELS:
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return "Translation model not available for this language.", None
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try:
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# Load translation model dynamically based on user choice
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translator = pipeline("translation", model=TRANSLATION_MODELS[target_language])
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translated_text = translator(text)[0]['translation_text']
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# Convert text to speech using gTTS
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output_path = "output.mp3"
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tts = gTTS(text=translated_text, lang=TTS_LANGUAGES[target_language])
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tts.save(output_path)
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return translated_text, output_path
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except Exception as e:
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return f"Error: {str(e)}", None
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# Gradio Interface
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demo = gr.Interface(
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]
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)
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# Launch Gradio App
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demo.launch(share=True)
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