Deep learning based cough detection camera using enhanced features

Deep learning based cough detection camera using enhanced features

Coughing is a typical symptom of COVID-19. To detect and localize coughing sounds remotely, a convolutional neural network (CNN) based deep learning model was developed in this work and integrated with a sound camera for the visualization of the cough sounds. The cough detection model is a binary cl...

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Bibliographic Details
Main Authors: Choi, S.-M (Author), Kim, S.-H (Author), Kim, Y. (Author), Lee, G.-T (Author), Nam, H. (Author), Park, Y.-H (Author)
Format: Article
Language:English
Published: Elsevier Ltd 2022
Subjects:
Acoustic features
Binary classifiers
Cameras
Classification (of information)
Convolutional neural networks
Coronavirus
Coronaviruses
Cough detection
Cough sounds
COVID-19
Deep learning
Detection models
F1 scores
Feature engineering
Feature engineerings
Feature extraction
Sound visualization
Spectrographs
Visualization
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