Liang-Yuan Wu

An Evaluation Framework for Structured Audio Captions Validated by Controlled Perturbations

This work proposes an evaluation framework for structured audio descriptions, spanning five complementary axes: tag sets, descriptions, reasoning, numeric measurements, and spectral profiles, and shows that the proposed metrics remain robust to meaning-preserving paraphrases while responding to genuine semantic and aco...