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WER and inference-cost benchmark for Indian-English ASR, and an audit of the evaluation itself: 9 systems x 3 corpora, cluster-bootstrap CIs with Holm correction, a reference-artifact taxonomy confirmed by human re-transcription, and a speaker-disjoint fine-tuning study across 6 seeds x 3 sizes.