Check this out! https://github.com/theElandor/lose_law

I feel like we are missing an important point...the transformer model that has been used here is trained on known languages. This means it cannot extract meaningful embeddings from a text in a unknown language...are the plots just noise then?

A easy to follow tutorial on autoencoders and generative models (variational autoencoders)!

Quick summary on the basics of convolutional networks, taken from my Machine Learning and Deep Learning university notes.