VIBE: Voice-Induced open-ended Bias Evaluation for Large Audio-Language Models via Real-World Speech
arXiv:2604.17248v1 Announce Type: cross
Abstract: Large Audio-Language Models (LALMs) are increasingly integrated into daily applications, yet their generative biases remain underexplored. Existing speech fairness benchmarks rely on synthetic speech a…