COVID-19 Diagnosis from Cough Acoustics using ConvNets and Data Augmentation

Author:

Mahanta Saranga Kingkor1,Kaushik Darsh2,Van Truong Hoang3,Jain Shubham4,Guha Koushik1

Affiliation:

1. National Institute of Technology,Electronics and Communication Engineering Department,Silchar,India 788010

2. National Institute of Technology,Computer Science and Engineering Department,Silchar,India 788010

3. University of Science of HCMC,Mathematics in Computer Science,Ho Chi Minh City,Vietnam 700000

4. Independent

Publisher

IEEE

Reference29 articles.

1. Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data

2. Virufy: global applicability of crowdsourced and clinical datasets for ai detection of covid-19 from cough;chaudhari,2021

3. Virufy: a multi-branch deep learning network for automated detection of covid-19;fakhry,2021

4. Dsp history - From frequency to quefrency: a history of the cepstrum

5. Speech recognition using mfcc;ittichaichareon;International Conference on Computer Graphics Simulation and Modeling,2012

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. C3-PO: A Convolutional Neural Network for COVID Onset Prediction from Cough Sounds;Lecture Notes in Computer Science;2024

2. End-to-End Residual Stage Network for COVID-19 Detection;2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning (PRML);2023-08-04

3. Data Augmentation using Reverb and Noise in Deep Learning Implementation of Cough Classification;2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA);2023-06-14

4. COVID-19 Detection Model with Acoustic Features from Cough Sound and Its Application;Applied Sciences;2023-02-13

5. Cough Sound Disease Detection with Artificial Intelligence;Lecture Notes in Electrical Engineering;2023

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3