Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers.
Harry CoppockGeorge NicholsonIvan KiskinVasiliki KoutraKieran BakerJobie BuddRichard PayneEmma KarouneDavid HurleyAlexander TitcombSabrina EgglestoneAna Tendero CañadasLorraine ButlerRadka JersakovaJonathon MellorSelina PatelTracey ThornleyPeter DiggleSylvia RichardsonJosef PackhamBjörn W. SchullerDavide PigoliSteven GilmourStephen J. RobertsChris C. HolmesPublished in: CoRR (2022)
Keyphrases
- artificial intelligence
- multimedia
- neural network
- training samples
- intelligent systems
- machine learning
- supervised classification
- audio visual
- machine learning algorithms
- case based reasoning
- expert systems
- signal processing
- svm classifier
- hidden markov models
- classification systems
- lecture notes in artificial intelligence
- classifier ensemble
- combination rule