TY - GEN
T1 - SPIRA: Building an Intelligent System for Respiratory Insufficiency Detection
AU - Ferreira, Renato Cordeiro
AU - Gomes, Dayanne
AU - Tamae, Vitor
AU - Wernke, Francisco
AU - Goldman, Alfredo
PY - 2022/10/4
Y1 - 2022/10/4
N2 - 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.
AB - 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.
UR - http://dx.doi.org/10.5753/ise.2022.227048
U2 - 10.5753/ise.2022.227048
DO - 10.5753/ise.2022.227048
M3 - Conference contribution
BT - Anais do II Workshop Brasileiro de Engenharia de Software Inteligente (ISE 2022)
ER -