{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T07:19:00Z","timestamp":1777965540121,"version":"3.51.4"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T00:00:00Z","timestamp":1626048000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T00:00:00Z","timestamp":1626048000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T00:00:00Z","timestamp":1626048000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,7,12]]},"DOI":"10.1109\/iisa52424.2021.9555564","type":"proceedings-article","created":{"date-parts":[[2021,10,10]],"date-time":"2021-10-10T19:35:02Z","timestamp":1633894502000},"page":"1-5","source":"Crossref","is-referenced-by-count":25,"title":["Deep Learning with hyper-parameter tuning for COVID-19 Cough Detection"],"prefix":"10.1109","author":[{"given":"Sunil","family":"Rao","sequence":"first","affiliation":[]},{"given":"Vivek","family":"Narayanaswamy","sequence":"additional","affiliation":[]},{"given":"Michael","family":"Esposito","sequence":"additional","affiliation":[]},{"given":"Jayaraman","family":"Thiagarajan","sequence":"additional","affiliation":[]},{"given":"Andreas","family":"Spanias","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref38","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"ICML"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1089\/tmj.2020.0114"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2223"},{"key":"ref31","first-page":"180","article-title":"A novel ai-enabled framework to diagnose coronavirus covid-19 using smartphone embedded sensors: Design study","author":"maghded","year":"2020","journal-title":"2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI)"},{"key":"ref30","year":"2020","journal-title":"Clinical management of severe acute respiratory infection (sari) when covid-19 disease is suspected interim guidance 13 march 2020"},{"key":"ref37","author":"spanias","year":"2006","journal-title":"Audio Signal Processing and Coding"},{"key":"ref36","article-title":"Virufy: Global applicability of crowdsourced and clinical datasets for ai detection of covid-19 from cough","author":"chaudhari","year":"2020","journal-title":"arXiv preprint arXiv 2011 13320"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682255"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1980.1163420"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683780"},{"key":"ref40","article-title":"mixup: Beyond empirical risk minimization","author":"zhang","year":"2017","journal-title":"arXiv preprint arXiv 1710 09412"},{"key":"ref11","article-title":"Decentralizing feature extraction with quantum convolutional neural network for automatic speech recognition","author":"yang","year":"2021","journal-title":"ICASSP 2021-2021 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/89.759042"},{"key":"ref13","doi-asserted-by":"crossref","DOI":"10.1109\/IISA52424.2021.9555570","article-title":"Quantum information processing algorithms with emphasis on machine learning","author":"uehara","year":"2021","journal-title":"2021 International Conference on Information Intelligence Systems & Applications (IISA)"},{"key":"ref14","article-title":"End-to-end convolutional neural network enables covid-19 detection from breath and cough audio: a pilot study","volume":"7","author":"coppock","year":"2021","journal-title":"BM Innovations"},{"key":"ref15","article-title":"An overview on audio, signal, speech, & language processing for covid-19","author":"deshpande","year":"2020","journal-title":"arXiv preprint arXiv 2005 06138"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMc2008646"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3067605"},{"key":"ref18","article-title":"Interpreting glottal flow dynamics for detecting covid-19 from voice","author":"deshmukh","year":"2021","journal-title":"ICASSP"},{"key":"ref19","article-title":"Exploring automatic covid-19 diagnosis via voice and symptoms from crowdsourced data","author":"han","year":"2021","journal-title":"ICASSP"},{"key":"ref28","article-title":"Comparison of time-frequency representations for environmental sound classification using convolutional neural networks","author":"huzaifah","year":"2017","journal-title":"arXiv preprint arXiv 1706 07156"},{"key":"ref4","article-title":"The coughvid crowd-sourcing dataset: A corpus for the study of large-scale cough analysis algorithms","author":"orlandic","year":"2020","journal-title":"arXiv preprint arXiv 2009 11644"},{"key":"ref27","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv preprint arXiv 1409 1556"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2768"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/5.326413"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.2214\/AJR.20.22961"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IISA.2017.8316459"},{"key":"ref8","article-title":"Covid-19 detection using audio spectral features and machine learning","author":"esposito","year":"2021","journal-title":"Asilomar Conference on Circuits Systems and Computers"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2010.2041384"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2020.100378"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/89.544528"},{"key":"ref1","year":"2021","journal-title":"Johns Hopkins University CORONAVIRUS RESOURCE CENTER"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CICN49253.2020.9242583"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1142\/S2424862220500268"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2477805"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/OJEMB.2020.3026928"},{"key":"ref41","first-page":"212","article-title":"General-purpose audio tagging from noisy labels using convolutional neural networks","author":"iqbal","year":"2018","journal-title":"Proceedings of the DCASE 2018 Workshop"},{"key":"ref23","first-page":"3474","article-title":"Exploring automatic diagnosis of covid-19 from crowd-sourced respiratory sound data","author":"brown","year":"2020","journal-title":"Proceedings of the 26th ACM SIGKDD"},{"key":"ref26","article-title":"Audio source separation via multi-scale learning with dilated dense u-nets","author":"narayanaswamy","year":"2019","journal-title":"arXiv preprint arXiv 1904 01870"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/OJEMB.2020.2998051"}],"event":{"name":"2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA)","location":"Chania Crete, Greece","start":{"date-parts":[[2021,7,12]]},"end":{"date-parts":[[2021,7,14]]}},"container-title":["2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9555494\/9555495\/09555564.pdf?arnumber=9555564","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T11:47:02Z","timestamp":1652183222000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9555564\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,12]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/iisa52424.2021.9555564","relation":{},"subject":[],"published":{"date-parts":[[2021,7,12]]}}}