2026
SCALABLE EVALUATION FOR AUDIO IDENTIFICATION VIA SYNTHETIC LATENT FINGERPRINT GENERATION
ICASSP 2026oral
The evaluation of audio fingerprinting at a realistic scale is limited by the scarcity of large public music databases. We present an audio-free approach that synthesises latent fingerprints which approximate the distribution of real fingerprints. Our method trains a Rectified Flow model on embeddin…