Real-song QA mindset
Engine changes are guarded by regression checks so improvements do not quietly damage known charts.
Accuracy
Dense mixes, bass movement, borrowed chords, live timing, and fast passing changes can confuse every detector. GigaChords is built to improve with real evidence and keep the result editable.
Engine changes are guarded by regression checks so improvements do not quietly damage known charts.
Fast, Hearing, and Deep modes let the product balance speed and careful listening.
When the app gets a chord wrong, the workflow should help you fix the chart and keep moving.
What the engine listens for
The GigaChords direction combines chroma evidence, chord templates, onset-aware smoothing, tempo grids, key-aware cleanup, and targeted repair passes. The public site should describe that at a human level, not drown musicians in diagnostics.
Say "clear starting chart" and "practice-ready timeline." Do not say "perfect transcription." That restraint makes the product more credible.
Join the beta list and help shape the first public GigaChords builds.