Polyrhythmic Downbeat Decoding & Syncopation Tracking in DanceGoal

Acoustic transient analysis isolating percussive accents in real time, matching physical dancer foot strikes against underlying metric frameworks.

Multi-Band Spectral Flux for Latin Percussion

Standard beat detection fails on polyrhythmic syncopations like Clave and Guaguancó. DanceGoal divides incoming audio into 8 frequency bands, calculating spectral novelty curves that reliably detect syncopated kicks and slaps without phase smear.

Sub-2ms Kinematic Step Phase-Locking

Foot velocity zeroes out precisely at ground impact. By computing the 1st derivative of ankle and toe coordinates, DanceGoal detects heel-strike events and locks them against the musical grid, providing instant feedback on whether the dancer is dancing ahead, behind, or locked on the beat.

Key Engineering Invariants

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