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Catherine Bao

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Evaluating Bias in Phoneme-Based Automatic Speech Recognition Systems: An Analysis of IPA Transcription Models

This study evaluates the performance of WhisperIPA and ZIPA, two state-of-the-art open-source systems that generate International Phonetic Alphabet (IPA) transcriptions, and examines how performance varies across language, gender, accent, ethnicity, and age.

Catherine Bao, Maneesha Rani Saha, Neal Patwari · 0 citations
Preprint Aug 2026

The Machine's Internal Clock: Do LLMs Share Human Temporal Illusions?

This work investigates whether written narratives alone can evoke human temporal illusions, using a new benchmark of 6,684 narrative pairs spanning five illusions and finds that human readers prefer expected scenarios in only two of the five illusions, those where the manipulation is directly visible in text rather tha...

Catherine Bao, Vivek Srikumar · 0 citations

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