Antakshari is a deep learning-based song lyric generator trained on a dataset of lyrics. Using Long Short-Term Memory (LSTM) networks and Recurrent Neural Networks (RNNs), it predicts and generates song lyrics based on a given starting letter, mimicking the classic Antakshari game.
Antakshari AI leverages advanced machine learning techniques to create a fun and interactive experience. By providing a starting letter, the AI generates lyrics that you can use to continue the game of Antakshari. This project demonstrates the application of LSTM and RNN models in text generation tasks.
- Generate song lyrics based on a starting letter.
- Utilizes LSTM and RNN models for text generation.
To get started with Antakshari AI, follow these steps:
- Clone the repository:
git clone https://github.com/abdulhakkeempa/antakshari.git
- Navigate to the project directory:
cd antakshari - Install the required dependencies:
pip install -r requirements.txt
Here's how you can use Antakshari AI:
- Run the Gradio App:
python app.py