ybayle/awesome-deep-learning-music resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2984 stars · 345 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of scientific articles, theses, and reports applying deep learning to music, including music information retrieval tasks. It provides a summary table, detailed TSV, and BibTeX bibliography of papers with links to code where available.

Use cases

• find research papers on deep learning for music
• get a bibliography of music information retrieval articles
• find code implementations for music deep learning papers
• research music genre classification with neural networks
• survey the state of the art in deep learning applied to audio and music

When to choose

• you need a curated reading list of deep learning music research
• you want BibTeX entries for papers on music information retrieval
• you are starting a literature review on deep learning for music

When to avoid

• you need up-to-date coverage, as the list is unmaintained
• you want a software tool or library rather than a paper list
• you need coverage of music generation or speech topics covered by other surveys

Facets

learning-resource · maturity abandoned

machine-learning audio-processing nlp deep-learning audio machine-learning awesome-lists cross-platform awesome-list music-information-retrieval research-papers bibliography deep-learning-for-music audio

Member repositories

For agents

markdown · JSON · MCP: product_card(name="ybayle/awesome-deep-learning-music")