Script collapse in multilingual ASR: A reference-free metric and 100-pair benchmark

Hanif Rahman

Word error rate (WER) is the dominant metric for automatic speech recognition, yet it cannot detect a systematic failure mode: models that produce fluent output in the wrong writin…