Language Translation GenAI App

This Language Translation App allows you to translate text and speech between multiple languages. It uses three different models: Hugging Face, Llama 3.2, and LibreTranslate, for translating text, with options for voice input and output.

Features

• Multi-Language Support: Translate between languages such as English, Spanish, French, German, and more.
• Multiple Translation Models: Choose from Hugging Face, Llama 3.2, or LibreTranslate.
• Voice Translation: Speak a sentence, and the app will convert it to text and translate it to the target language.
• Text-to-Speech: Hear the translated text spoken back to you.

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Installation

1. Clone the repository:

   git clone https://github.com/your-username/language-translation-app.git
   cd language-translation-app

2. Create a virtual environment: python -m venv env
3. Install dependencies: pip install -r requirements.txt
4. Set Hugging Face token for Hugging Face models: token = "your_hugging_face_token"
5. Run the app: python app.py

Usage

• Text Translation: Enter a sentence, choose languages, and click "Translate".
• Voice Translation: Click "Speak Sentence", and the app will listen and translate your spoken sentence.
• Speak Translation: After translation, you can click "Speak Translation" to hear the translated text.

Models

• Hugging Face: Uses MarianMT from Hugging Face for translation.
• Llama 3.2: Uses the Ollama API for Llama 3.2 translations.
• LibreTranslate: Uses the LibreTranslate API.as English, Spanish, French, German, and more.