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R. Zwiggelaar

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#machine learning Preprint Sep 2026

BreathGRU: A Novel Semi-Supervised Bidirectional Gated Recurrent Unit Framework for Speech and Breath Segmentation for Respiratory Audio

Findings demonstrate that explicit breath event modelling provides advantages over general-purpose VAD models and establish BreathGRU as an effective speech-breath segmentation framework which can be applied for respiratory audio analysis and pulmonary healthcare applications.

S. Sayed, J. Holloway, R. Zwiggelaar et al. · 0 citations

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