madmom: audio signal processing library for music information retrieval, README overview

{
  "revision": {
    "ref": "commit 27f032e8947204902c675e5e341a3faf5dc86dae",
    "pinned": false,
    "source_url": "https://raw.githubusercontent.com/CPJKU/madmom/27f032e8947204902c675e5e341a3faf5dc86dae/README.rst"
  },
  "checked_at": "2026-11-07T11:10:17.317Z",
  "usefulness": "- Use reference implementations of MIR algorithms for research on music audio.\n- Install it with pip for use in Python projects.",
  "source_type": "repository",
  "availability": "available",
  "source_owner": "Johannes Kepler University Linz (CPJKU) (declared repository namespace)",
  "known_limitations": [
    "The README says Python 2.7 or Python 3.5 or newer is needed along with prerequisite packages; that wording is old and a current Python version should be checked against the documentation.\n\n- Model and data files are non-commercial and share-alike; commercial use needs contact with the authors.\n- The installation prerequisites in the README are dated.\n\nSource-documented: the package has two licences. Source code is BSD, but model and data files are CC BY-NC-SA 4.0, so they cannot be used in commercial products without permission as the README describes. Check which files you use.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on opening, licence and installation README text only; the references and later sections were not read. Nothing was installed or run.",
    "Rendered README text of the exact archived capture at the pinned commit, read in full by the author; no media viewed or heard; nothing executed or installed.",
    "Source-documented steps; execution not performed. Internal affiliated review is not independent validation."
  ]
}