Author

Fanny Riols

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#machine learning Preprint Sep 2026

CoSE-E: A Benchmark for Code-switched Speech Evaluation in Enterprise Settings

Code-switching (CS), a seamless alternation between languages within a single utterance, remains a critical challenge in automatic speech recognition (ASR). While prior works focus on conversational CS-ASR, enterprise settings demand evaluation of operational impact beyond edit-distance errors: how code-switching trans...

Shama Gupta, Hoang Nguyen, Chelsea Huang et al. · 0 citations

Preprint Aug 2026

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions

Automated Text-to-Speech (TTS) evaluation methods (Mean Opinion Score (MOS) predictors and Audio Large Language Models (Audio-LLM) judges) are expected to reflect human perception, yet it is unclear how well they capture the distinct aspects of speech that listeners actually perceive. We deconstruct"naturalness"into a...

Oluwanifemi Bamgbose, Simon Rosen, J. Shah et al. · 0 citations