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Benchmarking Speech Recognition Models for Medical Consultations in Latin American Spanish: A Comparative Evaluation with Fine-Tuning

2026-07-16

Abstract excerpt

<h4>ABSTRACT</h4> <h4>BACKGROUND</h4> Artificial intelligence (AI) medical scribes rely on speech-to-text (STT) models for transcription. Evaluations of STT models in non-English settings remain scarce. We benchmarked ten STT models on medical consultations from Latin American (LatAm) Spanish and assessed whether fine-tuning improves transcription accuracy. <h4>METHODS</h4> Ten YouTube videos depicting medical...

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Literature Corpus work: 30256d10-0187-5292-a685-117cf8143f51
DOI: 10.64898/2026.07.14.26358062

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