DeepCough: A Deep Convolutional Neural Network in A Wearable Cough Detection System

摘要

In this paper, we present a system that employs a wearable acoustic sensorand a deep convolutional neural network for detecting coughs. We evaluate theperformance of our system on 14 healthy volunteers and compare it to that ofother cough detection systems that have been reported in the literature.Experimental results show that our system achieves a classification sensitivityof 95.1% and a specificity of 99.5%.