GENERATION OF LYRICS USING Recurrent Neural Network (RNN)

Abstract

Training RNN character-level language model on lyrics dataset of most popular and recent artists. Having a trained model, we will sample a couple of songs which will be a mixture of different styles of different artists. After that, updating model to become a conditional character-level RNN, making it possible for sample songs conditioned on artist. And finally, concluding it by training the model on lyrics data set. While solving all these tasks, we will explore some interesting concepts related to RNN training and inference like character-level RNN, conditional character-level RNN, sampling from RNN