Reliability-Aware Gradient Surgery for Test-Time Adaptation in Audio-Visual Speech Recognition
Audio-Visual Speech Recognition (AVSR) has shown robustness in noisy environments, but dynamically varying modality reliability between audio and video causes severe distribution shifts and performance degradation. Existing AVSR methods have mainly relied on data-level restoration or representation-level fusion, but ca...