CoughNet-V2: A Scalable Multimodal DNN Framework for Point-of-Care Edge Devices to Detect Symptomatic COVID-19 Cough

2022 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT)(2022)

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摘要
With the emergence of COVID-19 pandemic, new attention has been given to different acoustic bio-markers of the respiratory disorders. Deep Neural Network (DNN) has become very popular with the audio classification task due to its impressive performance for speech detection, audio event classification etc. This paper presents CoughNet-V2 - a scalable multimodal DNN framework to detect symptomatic C...
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关键词
COVID-19,Performance evaluation,Deep learning,Voice activity detection,Technological innovation,Pandemics,Image edge detection
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