Thomas Niesler

COVID-19 cough classification using machine learning and global smartphone recordings

Madhurananda Pahar, Marisa Klopper, Robin M. Warren et al. · Computers in Biology and Medicine · 2021 · 283 citations · Full text

Health Informatics, Machine Learning, Global Health +8

Detection of tuberculosis by automatic cough sound analysis

Gert Hendrik Renier Botha, Grant Theron, Robin M. Warren et al. · Physiological Measurement · 2018 · 122 citations

Automatic detection, segmentation and assessment of snoring from ambient acoustic data

William Duckitt, S K Tuomi, Thomas Niesler · Physiological Measurement · 2006 · 109 citations

A variable-length category-based n-gram language model

Thomas Niesler, Philip C. Woodland · 2002 · 106 citations

Ambiguous Category Membership, Engineering, Part-of-speech Tagging +18

COVID-19 detection in cough, breath and speech using deep transfer learning and bottleneck features

Madhurananda Pahar, Marisa Klopper, Robin M. Warren et al. · Computers in Biology and Medicine · 2021 · 97 citations · Full text

Deep Transfer Learning, Bottleneck Features, Respiratory Infection +5