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papersTODAY 04:00 UTC

VoiceCodeBench arXiv paper proposes benchmark for exact structured-token recovery in speech recognition

A new arXiv paper introduces VoiceCodeBench, a benchmark that checks whether speech recognition transcripts reproduce exact written values rather than just scoring well on word error rate. It focuses on structured tokens such as identifiers, file paths, and commands, which voice-driven workflows often need verbatim. The work argues that WER alone does not capture whether these exact tokens survive transcription.

papersSEP 12 04:00 UTC

Switch-Aware Evaluation of ASR and Audio Language Models on English-Yoruba Code-Switched Speech

A new arXiv preprint argues that word error rate alone hides important failures when speech recognition systems and audio language models handle code-switched speech. The authors propose an evaluation method that accounts for language switches, and apply it to English-Yoruba audio, a low-resource pair with diacritics. They find that strong monolingual benchmark scores do not carry over to this setting.