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8d ago

Building AURA toward a fully independent biometric stack

AURA Neural currently uses browser-native biometrics to inform adaptive sound and state-based sessions.

One of the areas I am actively developing is AURA s own facial-geometry and signal-acquisition layer. The goal is to remove the only remaining third-party, FaceMesh/MediaPipe, dependency and make the biometric pipeline fully independent.

That means the long-term architecture is intended to control the full path:

camera signal facial geometry physiological sampling state interpretation adaptive output

1d ago

AURA Neural - Live biometrics. Adaptive resonance. Built for the browser.

AURA Neural is the browser-native expression of Adaptive Universal Resonance Architecture: live biometrics inform adaptive guidance and real-time synthesized sound. AURA Sounds extends the resonance layer with a live generator and curated mixer. No install.