Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures
Giovanni Costantini, Valerio Cesarini, Carlo Robotti, Marco Benazzo, Filomena Pietrantonio, Stefano Di Girolamo, Antonio Pisani, Pietro Canzi, Simone Mauramati, Giulia Bertino, Irene Cassaniti, Fausto Baldanti, Giovanni Saggio
Topics & Concepts
Random forestAdaBoostArtificial intelligenceComputer scienceMachine learningBoosting (machine learning)Classifier (UML)Coronavirus disease 2019 (COVID-19)Binary classificationFeature selectionTest setPattern recognition (psychology)Speech recognitionSupport vector machineMedicineDiseasePathologyInfectious disease (medical specialty)COVID-19 diagnosis using AIPhonocardiography and Auscultation TechniquesSpeech Recognition and Synthesis