299 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Stellenbosch UniversityZA2 papers
- Applied Mathematics (United States)US1 paper
- Bangladesh University of Engineering and TechnologyBD1 paper
- Emory UniversityUS1 paper
- Hamad bin Khalifa UniversityQA1 paper
- Institute of Infectious Disease and Molecular MedicineZA1 paper
- International Centre for Genetic Engineering and BiotechnologyIT1 paper
- Moroccan National Railways OfficeMA1 paper
- National Health Laboratory ServiceZA1 paper
- University of Cape TownZA1 paper
- University of the WitwatersrandZA1 paper
- Wellcome Centre for Infectious Diseases Research in AfricaZA1 paper
Showing cs.SDShow all
2 papers · 1 filter
cs.SD2021★ 106 cited
COVID-19 Detection in Cough, Breath and Speech using Deep Transfer Learning and Bottleneck Features
Madhurananda Pahar, Marisa Klopper, Robin Warren +1
We present an experimental investigation into the effectiveness of transfer learning and bottleneck feature extraction in detecting COVID-19 from audio recordings of cough, breath…
cs.SD2020★ 299 cited
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings
Madhurananda Pahar, Marisa Klopper, Robin Warren +1
We present a machine learning based COVID-19 cough classifier which can discriminate COVID-19 positive coughs from both COVID-19 negative and healthy coughs recorded on a smartphon…