COVID-19 Sounds App

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Publications

This is a list of the scientific publications of the COVID-19 Sounds study. Please cite these papers if you use ideas or datasets of this project (in addition to linking to the website).

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Exploring Longitudinal Cough, Breath, and Voice Data for COVID-19 Disease Progression Prediction via Sequential Deep Learning: Model Development and Validation
Ting Dang, Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloë Siegele-Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta and Cecilia Mascolo
Journal of medical Internet research (JMIR), 2022
📖 https://doi.org/h2p7

Sounds of COVID-19: exploring realistic performance of audio-based digital testing
Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloe Brown, Jagmohan Chauhan, Ting Dang, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo
Nature Digital Medicine (npj Digit. Med.), 2022
📖 doi.org/hfcz

COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening
Tong Xia, Dimitris Spathis, Chloe Brown, Jagmohan Chauhan, Andreas Grammenos, Jing Han, Apinan Hasthanasombat, Erika Bondareva, Ting Dang, Andres Floto, Pietro Cicuta, Cecilia Mascolo
Advances in Neural Information Processing Systems, Datasets and Benchmarks Track (NeurIPS 2021)
📖 neurips.cc

Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data
Tong Xia, Jing Han, Lorena Qendro, Ting Dang, Cecilia Mascolo
Proceedings of the Annual Conference of the International Speech Communication Association (Interspeech 2021)
📖 doi.org/g6wt

The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Leon J. M. Rothkrantz, Joeri Zwerts, Jelle Treep, Casper Kaandorp
Proceedings of the Annual Conference of the International Speech Communication Association (Interspeech 2021)
📖 doi.org/gzxv

Exploring Automatic COVID-19 Diagnosis via Voice and Symptoms from Crowdsourced Data
Jing Han, Chloe Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Cecilia Mascolo
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)
📖 doi.org/gc25

Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data
Chloe Brown, Jagmohan Chauhan, Andreas Grammenos, Jing Han, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Cecilia Mascolo
Proceedings of the ACM Conference on Knowledge Discovery and Data Mining (KDD 2020)
📖 doi.org/d683