This repository compiles scientific articles, theses, and reports on deep learning approaches applied to music. It serves as a structured bibliography organized in table and bib formats, with links to PDFs and associated code implementations. The collection covers music generation, audio source separation, music genre classification, and music information retrieval using deep neural networks.