# musicinformationretrieval/musicinformationretrieval.com

Instructional notebooks on music information retrieval.

Repository: https://github.com/musicinformationretrieval/musicinformationretrieval.com
Canonical: https://ross.abutalabs.com/products/musicinformationretrievalcom
Homepage: http://musicinformationretrieval.com
Language: Jupyter Notebook
License: MIT
License Family: permissive
Topics: ipython-notebook, music-information-retrieval, python, machine-learning, music, jupyter-notebook
Last push: 2026-05-19T11:54:23+00:00

## Health v2 (maintenance only)
Score: 60/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 83, release rhythm 8, longevity 100
- inputs: {"age_days": 4499, "days_push": 106, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1280, forks 412 (observed 2026-08-28T04:04:13.639224+00:00)

## What it is
A collection of instructional Jupyter notebooks teaching music information retrieval (MIR) concepts, from Python and audio basics to feature extraction and machine learning on music data. The notebooks are runnable interactively via Binder.

## Use cases
- learn music information retrieval
- audio feature extraction tutorial
- jupyter notebooks for music analysis
- learn librosa and audio signal processing
- machine learning on music data
- intro to MIR course materials

## When to choose
- you want hands-on, runnable tutorials for MIR in Python
- you're teaching or self-studying audio analysis and music ML
- you want free MIT-licensed course-style notebook content

## When to avoid
- you need a production MIR library rather than educational material
- you want a GUI tool for music analysis
- you need non-Python implementations

## Facets
- artifact type: learning-resource
- maturity: active
- function: machine-learning, audio-processing, nlp, data-science
- domain: tutorials, machine-learning, education
- platform: python, browser, cross-platform
- tags: jupyter-notebooks, music-information-retrieval, mir, signal-processing, librosa, binder, audio-analysis, audio

## Member repositories
- musicinformationretrieval/musicinformationretrieval.com (main) score 60

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:13.639224+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 2026-08-30T05:02:38.229009+00:00, confidence not recorded.
  - readme: https://github.com/musicinformationretrieval/musicinformationretrieval.com (fetched 2026-08-28T04:04:13.639224+00:00, sha 89107a1eb115)
  - homepage: http://musicinformationretrieval.com (fetched 2026-08-29T12:13:20.005242+00:00, sha f7b94be36ab9)
- Data as of 2026-08-30T08:39:29.467469+00:00.