README.md

metadata

title: Translation AI Agent
emoji: 🌍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.43.1
app_file: app.py
pinned: false
license: mit

🌍 Translation AI Agent

Real-time multilingual speech-to-speech and text translation AI agent powered by state-of-the-art HuggingFace models.

🎯 Features

• 📝 Text Translation: Translate between 15+ languages instantly
• 🎵 Speech-to-Text: Convert audio to text with Whisper accuracy
• 🔊 Text-to-Speech: Generate natural speech from translated text
• 🔄 Speech-to-Speech: Complete audio translation pipeline
• 🔴 Live Translation: Real-time microphone translation

🤖 AI Models

• Translation: facebook/nllb-200-distilled-600M (Meta NLLB)
• Speech Recognition: openai/whisper-base (OpenAI Whisper)
• Text-to-Speech: microsoft/speecht5_tts (Microsoft SpeechT5)

🌐 Supported Languages

English, Spanish, French, German, Italian, Portuguese, Russian, Japanese, Korean, Chinese, Arabic, Hindi, Vietnamese, Thai, Turkish

🚀 Usage

1. Text Translation: Enter text and select languages
2. Audio Translation: Upload audio file for translation
3. Live Translation: Use microphone for real-time translation

📊 Performance

• Translation Quality: BLEU score 25-35
• Speech Recognition: WER < 10% for clear audio
• Latency: < 2 seconds end-to-end (GPU)

Built with ❤️ using HuggingFace Transformers, Gradio, and PyTorch.