SPIRA: Building an Intelligent System for Respiratory Insufficiency Detection

  • Renato Cordeiro Ferreira USP
  • Dayanne Gomes USP
  • Vitor Tamae USP
  • Francisco Wernke USP
  • Alfredo Goldman USP


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.
Palavras-chave: Intelligent Systems Architecture, Respiratory Insufficiency


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FERREIRA, Renato Cordeiro; GOMES, Dayanne; TAMAE, Vitor; WERNKE, Francisco; GOLDMAN, Alfredo. SPIRA: Building an Intelligent System for Respiratory Insufficiency Detection. In: WORKSHOP BRASILEIRO DE ENGENHARIA DE SOFTWARE INTELIGENTE (ISE), 2. , 2022, Evento Online. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2022 . p. 19-22. DOI: https://doi.org/10.5753/ise.2022.227048.