  Generating a complex work of art such as a musical composition requires
exhibiting true creativity that depends on a variety of factors that are
related to the hierarchy of musical language. Music generation have been faced
with Algorithmic methods and recently, with Deep Learning models that are being
used in other fields such as Computer Vision. In this paper we want to put into
context the existing relationships between AI-based music composition models
and human musical composition and creativity processes. We give an overview of
the recent Deep Learning models for music composition and we compare these
models to the music composition process from a theoretical point of view. We
have tried to answer some of the most relevant open questions for this task by
analyzing the ability of current Deep Learning models to generate music with
creativity or the similarity between AI and human composition processes, among
others.
