Index Terms— text-to-speech evaluation, ASR-roundtrip, Chinese news TTS, reading errors, speech evaluation

The results suggest that ASR-roundtrip is useful for screening but insuﬀicient as standalone ground truth for Chinese news reading-risk evaluation

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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 2
ASR roundtrip evaluation masked 46 of 110 human-confirmed reading errors in Chinese news TTS, showing it is not reliable standalone ground truth.