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audio signal processing 1deep learning 1equine respiration monitoring 1exercise physiology 1temporal convolutional networks 1

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eess.SP2026

Detecting and measuring respiratory events in horses during exercise with a microphone: deep learning vs. standard signal processing

Jeanne I. M. Parmentier, Rhana M. Aarts, Elin Hernlund +2

The study compares deep‑learning models with a traditional signal‑processing approach for automatically detecting exhalation sounds and estimating dynamic respiratory rates from mi…