samim23/polymath

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1589 stars · 116 forks observed · 2026-08-28

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

Polymath is a Python CLI tool that uses machine learning to convert any music library into a searchable music production sample-library. It separates songs into stems, quantizes tempo, analyzes structure and key, converts audio to MIDI, and enables search across the resulting samples.

Use cases

• convert my music library into a sample library for music production
• separate songs into stems like beats and bass automatically
• quantize audio tracks to a common bpm and beat grid
• convert audio to MIDI for use in a DAW
• build a large labeled music dataset for training generative ML models
• find related tracks to build a mash-up DJ set
• analyze musical structure, key, and timbre of songs

When to choose

• you want to remix or mash up elements from many songs in a DAW
• you need automated stem separation, quantization, and audio-to-MIDI in one pipeline
• you are an ML audio developer preparing structured music datasets

When to avoid

• you need a real-time audio tool or a GUI-based production suite
• you only need simple audio editing without ML analysis
• you require GPU support in Dockerized deployments, which is not yet available

Facets

cli-tool · maturity active

audio-processing machine-learning search-engine data-generation machine-learning media python cli cross-platform music-production sample-library stem-separation audio-to-midi music-information-retrieval dj-tools audio docker gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="samim23/polymath")