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Automatic Tuberculosis and COVID-19 cough classification using deep learning



Madhurananda Pahar , Marisa Klopper , Byron Reeve , Rob Warren , Grant Theron , Andreas Diacon , Thomas Niesler


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Accelerometer-based Bed Occupancy Detection for Automatic, Non-invasive Long-term Cough Monitoring



Madhurananda Pahar , Igor Miranda , Andreas Diacon , Thomas Niesler


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Wake-Cough: cough spotting and cougher identification for personalised long-term cough monitoring



Madhurananda Pahar , Marisa Klopper , Byron Reeve , Rob Warren , Grant Theron , Andreas Diacon , Thomas Niesler


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Automatic non-invasive Cough Detection based on Accelerometer and Audio Signals



Madhurananda Pahar , Igor Miranda , Andreas Diacon , Thomas Niesler

* arXiv admin note: text overlap with arXiv:2102.04997 

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Feature learning for efficient ASR-free keyword spotting in low-resource languages



Ewald van der Westhuizen , Herman Kamper , Raghav Menon , John Quinn , Thomas Niesler

* 37 pages, 14 figures, Preprint accepted for publication in Computer Speech and Language 

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Multilingual training set selection for ASR in under-resourced Malian languages



Ewald van der Westhuizen , Trideba Padhi , Thomas Niesler

* 12 pages, 4 figures, Accepted for presentation at SPECOM 2021 

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Machine Learning based COVID-19 Detection from Smartphone Recordings: Cough, Breath and Speech



Madhurananda Pahar , Thomas Niesler

* This work has been submitted to INTERSPEECH for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Automatic Cough Classification for Tuberculosis Screening in a Real-World Environment



Madhurananda Pahar , Marisa Klopper , Byron Reeve , Grant Theron , Rob Warren , Thomas Niesler


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A Hybrid CNN-BiLSTM Voice Activity Detector



Nicholas Wilkinson , Thomas Niesler

* ICASSP 2021 

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