Detecting COVID-19 from breathing and coughing sounds using deep neural networks

Keyphrases

• Area under the ROC Curve 20%
• Audio 20%
• Audio Recording 20%
• Automated Hyperparameter Tuning 20%
• Bayesian Optimization 20%
• Breathing Sounds 20%
• Cough 100%
• COVID-19 100%
• COVID-19 Pandemic 20%
• Deep Learning Model 20%
• Deep Neural Network 100%
• Developing Countries 20%
• Ensembles of Convolutional Neural Networks 20%
• Hyperband 20%
• Industrial Economy 20%
• Large Margin 20%
• Lockdown 20%
• Mobile Devices 20%
• Neural Network 20%
• Spectrogram 20%
• Subject-independent 20%
• Testing Capacity 20%
• Testing Method 20%
• Unweighting 40%
• Virus 20%

Computer Science

• Audio Recording 33%
• Baseline Approach 33%
• Convolutional Neural Network 33%
• COVID 19 Epidemic 33%
• COVID-19 100%
• Deep Learning Model 33%
• Deep Neural Network 100%
• Leaning Parameter 33%
• Mobile Device 33%
• Neural Network 33%

Earth and Planetary Sciences

• Bayesian Optimization 100%
• Spectrogram 100%
• Testing Method 100%