Alon Ziv

InvFlowFD: Reference-Free and Background-Set-Free Perceptual Music Quality Metric with Flow Matching Inversion

This work demonstrates that unconditional Flow Matching inversion via simple Euler integration is sufficient to detect various artificial distortions and accurately rank music generation models against human perceptual judgments, and introduces InvFlowFD, which performs flow inversion and compares a group of inverted s...