A benchmark of commercial ASR on code-switching finds ElevenLabs Scribe v2 best overall (WER 13.2%, BERTScore 0.936), with WER inflating quality gaps by ~3x compared to semantic scoring.
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Benchmarking Commercial ASR Systems on Code-Switching Speech: Arabic, Persian, and German
A benchmark of commercial ASR on code-switching finds ElevenLabs Scribe v2 best overall (WER 13.2%, BERTScore 0.936), with WER inflating quality gaps by ~3x compared to semantic scoring.