SPIRA: Building an Intelligent System for Respiratory Insufficiency Detection
Journal:
arXiv
Published Date:
Jul 6, 2025
Abstract
Respiratory insufficiency is a medic symptom in which a person gets a reduced
amount of oxygen in the blood. This paper reports the experience of building
SPIRA: an intelligent system for detecting respiratory insufficiency from
voice. It compiles challenges faced in two succeeding implementations of the
same architecture, summarizing lessons learned on data collection, training,
and inference for future projects in similar systems.
