👋 Welcome to Speak: Your AI Language Companion!

Speak is an innovative, open-source language learning application designed to help users practice and perfect their speaking skills in a new language. By leveraging the power of AI, Speak simulates realistic conversations, making language practice accessible and engaging.

🚀 Features

• Real-time voice transcription using Whisper for accuracy in various languages.
• Conversation simulation and language corrections powered by Hugging Face and Ollama LLMs.
• Personalized feedback through voice cloning with the Bark model.
• Intuitive and accessible user interface built with Streamlit.

🛠️ Technologies Used

• Python
• Hugging Face Transformers
• Ollama for LLM
• Streamlit for frontend
• SQLite for database management
• Whisper for voice transcription
• Bark model for voice cloning

📦 Setup and Installation

To get "Speak" running locally:

1. Install Ollama: https://ollama.com/
2. Run: ollama run qwen:7b-chat
3. Clone the repository: git clone https://github.com/5uru/Speak.git
4. Change directory: cd Speak
5. Install required dependencies: pip install -r requirements.txt
6. Run the Streamlit application: streamlit run app.py

🚧 What's Next for Speak

• [ ] Containerization with Docker for easier deployment and scalability.
• [ ] Expansion of language offerings and personalized learning experiences.
• [ ] Enhancing the community aspect by enabling user contributions and collaborative learning.