This does not imply that ASR always masks such errors, that 46/110 is a natural production rate, or that Structured is a deployable frontend

DISCUSSION The central claim is deliberately narrow: ASR-roundtrip can miss reading errors perceived by listeners in CDRD, CDRD-adjacent spans

1 Pith paper cite this work. Polarity classification is still indexing.

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cs.CL · 2026-08-11 · conditional · novelty 7.0

ASR roundtrip evaluation masked 46 of 110 human-confirmed reading errors in Chinese news TTS, showing it is not reliable standalone ground truth.

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ASR-Roundtrip Evaluation Can Mask Context- and Convention-Dependent Reading Errors in Chinese News TTS cs.CL · 2026-08-11 · conditional · none · ref 6
ASR roundtrip evaluation masked 46 of 110 human-confirmed reading errors in Chinese news TTS, showing it is not reliable standalone ground truth.