Rethinking Human-Aligned Evaluation: An Analysis of Semantic Metrics Beyond WER

Hritika Sharma, Thibault Bañeras-Roux, Alessandra Pinto +4

Word Error Rate (WER), the most commonly used metric for Automatic Speech Recognition (ASR), treats every lexical deviation from the reference as equally costly, regardless of whet…