# ybayle/awesome-deep-learning-music

List of articles related to deep learning applied to music

Repository: https://github.com/ybayle/awesome-deep-learning-music
Canonical: https://ross.abutalabs.com/products/awesome-deep-learning-music
Language: TeX
License: MIT
License Family: permissive
Topics: awesome, awesome-list, unicorns, list, lists, resources, deeplearning, deep-learning, deep-neural-networks, neural-network, neural-networks, music, music-information-retrieval, audio, audio-processing, article, music-genre-classification, bib, machine-learning, research
Last push: 2023-12-15T16:51:26+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 3305, "days_push": 992, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2984, forks 345 (observed 2026-08-28T04:07:33.995802+00:00)

## What it is
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
- artifact type: learning-resource
- maturity: abandoned
- function: machine-learning, audio-processing, nlp
- domain: deep-learning, audio, machine-learning, awesome-lists
- platform: cross-platform
- tags: awesome-list, music-information-retrieval, research-papers, bibliography, deep-learning-for-music, audio

## Member repositories
- ybayle/awesome-deep-learning-music (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:33.995802+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:31:27.235930+00:00, confidence not recorded.
  - readme: https://github.com/ybayle/awesome-deep-learning-music (fetched 2026-08-28T04:07:33.995802+00:00, sha 4851d1d5493d)
- Data as of 2026-08-30T08:39:29.467469+00:00.