MCM-AVQA improves correlation with human quality scores by using modality-specific confidence to suppress unreliable signals during audio-visual fusion under asymmetric distortions.
Unqa: Unified no- reference quality assessment for audio, image, video, and audio-visual content
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Multimodal Confidence Modeling in Audio-Visual Quality Assessment
MCM-AVQA improves correlation with human quality scores by using modality-specific confidence to suppress unreliable signals during audio-visual fusion under asymmetric distortions.