despoisj/DeepAudioClassification resource
Finding the genre of a song with Deep Learning observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3566
- days_rel: n/a
- days_push: 1864
- n_releases_24m: 0
Adoption not part of the score
1114 stars · 217 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Python pipeline that builds a dataset from a personal music library and trains a deep learning model to classify songs by genre. It accompanies a Medium article and slices MP3s into segments for training a TensorFlow/TFLearn classifier.
Use cases
- classify music files by genre with deep learning
- build a dataset from my own mp3 library
- learn audio classification with spectrograms
- fill in missing genre tags on songs
- example of training a CNN on audio slices
When to choose
- learning how audio classification pipelines work
- following along with the accompanying Medium tutorial
- experimenting with genre classification on your own music collection
When to avoid
- production music tagging at scale
- projects needing maintained dependencies or a license
- modern TensorFlow versions since it relies on deprecated tflearn
Facets
learning-resource · maturity abandoned
deep-learning machine-learning audio-processing data-science machine-learning deep-learning audio python cross-platform music-genre-classification tensorflow tflearn audio-classification tutorial spectrogram audio
1 source
- readme: https://github.com/despoisj/DeepAudioClassification · fetched 2026-08-28 · 1230dbe84265
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| despoisj/DeepAudioClassification | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="despoisj/DeepAudioClassification")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem