South African Medical Research Council

output

20202026

most citedCOVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings

299 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

Madhurananda Pahar2 · h 11
Marisa Klopper2 · h 15
Robin Warren2 · h 7
T. Niesler2 · h 28
B. Bassett1 · h 2
Emmanuel Sekyi1 · h 1
E. Nweke1 · h 8
Hairong Wang1 · h 1
Hamada R. H. Al-Absi1 · h 9
Iram Tazim Hoque1 · h 4
Jeremy Nel1 · h 3
Junaed Younus Khan1 · h 10

collaborating institutions

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 2021Show all

1 paper · 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…