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eess.AS2026
AVSRBench: A Multi-Condition AVSR Benchmark
Rishabh Jain, Naomi Harte
While AVSR has achieved sub-1% word error rates on the standard LRS3 benchmark, its reliance on broadcast speech obscures whether this reflects true generalization or just domain a…
cs.CV2026
The Lipreading Gap: Do VSR Models Perceive Visual Speech Like Human Lipreaders?
Rishabh Jain, Naomi Harte
Visual speech recognition (VSR) models now surpass human lipreaders on benchmarks, but do such gains establish human-like visual speech perception? To explore this, we compare thre…
eess.AS2026
Assessing True Generalisability of Audio-Visual Speech Recognisers
Zhaofeng Lin, Stavros Petridis, Maja Pantic +1
Current Audio-Visual Speech Recognition (AVSR) models achieve near-perfect performance on the standard LRS3 benchmark, raising concerns of adaptive overfitting. To systematically a…