COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory Sounds
Author:
Affiliation:
1. University of Augsburg,EIHW - Chair of Embedded Intelligence for Health Care & Wellbeing,Germany
Funder
DFG
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9926747/9926739/09926967.pdf?arnumber=9926967
Reference14 articles.
1. Coswara — A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis
2. The Second Dicova Challenge: Dataset and Performance Analysis for Diagnosis of Covid-19 Using Acoustics
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4. Opensmile
5. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations;baevski;Proc of the 34th conf on Neural Information Processing Systems,2020
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1. Spectral–temporal saliency masks and modulation tensorgrams for generalizable COVID-19 detection;Computer Speech & Language;2024-06
2. Lightly Weighted Automatic Audio Parameter Extraction for the Quality Assessment of Consensus Auditory-Perceptual Evaluation of Voice;2024 IEEE International Conference on Consumer Electronics (ICCE);2024-01-06
3. COVID-19 Detection from Speech in Noisy Conditions;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04
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