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Antakshari

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.

Introduction

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.

Features

  • Generate song lyrics based on a starting letter.
  • Utilizes LSTM and RNN models for text generation.

Installation

To get started with Antakshari AI, follow these steps:

  1. Clone the repository:
    git clone https://github.com/abdulhakkeempa/antakshari.git
  2. Navigate to the project directory:
    cd antakshari
  3. Install the required dependencies:
    pip install -r requirements.txt

Usage

Here's how you can use Antakshari AI:

  1. Run the Gradio App:
    python app.py

About

Implementation of a deep learning-based song lyric generator trained on a dataset of lyrics. Using LSTMs and RNNs, it predicts and generates song lyrics based on a given starting letter, mimicking the classic Antakshari game.

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