no code implementations • 27 May 2024 • Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Cândido Jr, Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger
This work investigates Artificial Intelligence (AI) systems that detect respiratory insufficiency (RI) by analyzing speech audios, thus treating speech as a RI biomarker.
1 code implementation • 14 Apr 2023 • Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz, Magdalena Fuentes
Self-supervision methods learn representations by solving pretext tasks that do not require human-generated labels, alleviating the need for time-consuming annotations.