Harmonic Analyzer

A software application designed to help jazz pianists transcribe and understand the playing of their favorite musicians, powered by machine learning.

Published

See, hear, and feel every note

Based on groundbreaking research by Bytedance, Harmonic Analyzer uses a machine learning model trained by ingesting over 200 hours of solo piano recordings to accurately transcribe the notes in a piano performance.

Video demonstration of Harmonic Analyzer’s capabilities, as applied to recordings by three different pianists.

Speed Control

Slow recordings down without changing pitch to catch every note and nuance.

Audio Re-Synthesis

Hear transcribed notes played through a synthesizer, without background noise.

Apple Silicon Support

Powered by CoreML, Harmonic Analyzer performs best on Apple M1, M1 Pro and M1 Max.


Harmonic Analyzer is coming to the Mac App Store soon! Sign up for my newsletter to be notified when it’s released.

By Nick Lee

Software guy, piano guy, car guy.