marouaneoa/8drtna

The 8drtna model was created by fine-tuning OpenAI's Whisper model to support transcription of Algerian Darija and Kabyle dialects. # 8drtna A web application developed using Streamlit and Supabase to host the 8drtna model for audio transcription in both Algerian Darija and Kabyle dialects. ## Model Details The 8drtna model was created by fine-tuning OpenAI's Whisper model to support transcription of Algerian Darija and Kabyle dialects. This fine-tuning process involved training the model on a curated dataset of audio recordings in these dialects, enhancing its accuracy and performance for these specific languages. ## Features - **Real-time Audio Transcription**: Upload audio files and receive instant transcriptions in Algerian Darija and Kabyle. - **User Authentication**: Secure login and registration powered by Supabase. - **Dashboard**: Visualize and manage your transcription history. ## Installation 1. **Clone the Repository**: ```bash git clone github.com cd 8drtna ``` 2. **Install Dependencies**: ```bash pip install -r requirements.txt ``` 3. **Set Up Environment Variables**: Create a `.env` file in the root directory with the following content: ``` SUPABASE_URL=your_supabase_url SUPABASE_KEY=your_supabase_key ``` Replace `your_supabase_url` and `your_supabase_key` with your actual Supabase project credentials. ## Usage To start the application, run: ```bash streamlit run app.py ``` This will launch the app in your default web browser. ## Project Structure ``` 8drtna/ ├── app.py # Main application script ├── settings.py # Configuration settings ├── pages/ # Directory containing sub-pages ├── requirements.txt# List of dependencies └── README.md # This readme file ``` ## Contributing Contributions are welcome! Please fork the repository and create a pull request with your changes.