This is a project by Lucas Böhme and Hao Nguyen. This project aims to teach a machine generating german rap lyrics.
inside the exploration directory you will see several notebook.
- Notebooks whith model building and training scrips
- a Notebook with data exploration part
- a Notebook with the evaluation of trained model and their generated rap lyrics
all models and their generated rap lyrics can be found in the ouputs directory
- Book: Deep Learning with Python, Chapter 8: Generative deep learning
- https://towardsdatascience.com/drake-using-natural-language-processing-to-understand-his-lyrics-49e54ace3662
- https://medium.com/@monocasero/update-automatic-song-lyrics-creator-with-word-embeddings-e30de94db8d1
- https://towardsdatascience.com/introduction-to-sequence-models-rnn-bidirectional-rnn-lstm-gru-73927ec9df15
- https://medium.com/@david.campion/text-generation-using-bidirectional-lstm-and-doc2vec-models-1-3-8979eb65cb3a
- https://spacy.io/