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…