Gated Audio Counterfactual Logit Correction

Audio-Language Models Suppress Clear Audio Evidence

Researchers have identified a significant issue in audio-language models where conflicting text inputs override clear audio evidence, leading to incorrect outputs. A study found that in over 64% of conflict cases, the m…