Polymath — Convert music libraries into samples

Polymath is an ML-powered tool that converts music libraries into production-ready sample collections for producers

Polymath is an automated music production tool that converts existing audio files and music libraries into a structured sample library using machine learning. It is designed specifically for music producers, DJs, and composers who need to extract high-quality components from full tracks. By leveraging advanced Python-based ML libraries, Polymath can isolate drums, bass, vocals, and other instruments while automatically detecting the tempo and key of every sample. The software streamlines the tedious process of manual sampling by batch-processing your entire music collection and organizing it into a searchable database. This allows creators to instantly find a bassline in C-minor or a drum break at 120 BPM without having to manually chop audio files. Business owners in the creative sector can use Polymath to build proprietary internal sound libraries that give their productions a distinct sonic signature. Verified on surfai.app, this tool functions as a bridge between a raw music collection and a professional digital audio workstation (DAW). It eliminates the technical barriers of spectral analysis and pitch detection, allowing artists to focus on the creative arrangement of sounds. The tool simplifies the transition from listening to producing by creating a standardized ecosystem for all your audio assets. Polymath is an open-source project that remains free to use for those with the technical ability to run the local environment. It provides a cost-effective alternative to expensive commercial sample subscriptions by utilizing the media you already own.

Specifications

Pricingfree
IntegrationsPython, FFmpeg, Spleeter, Librosa, Docker
Best formusic-producers, djs, sound-designers, independent-artists
Website status checked2026-10-24T06:01:03.588+00:00

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