{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T13:43:38Z","timestamp":1778939018791,"version":"3.51.4"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3053335","type":"journal-article","created":{"date-parts":[[2021,1,21]],"date-time":"2021-01-21T20:55:29Z","timestamp":1611262529000},"page":"18183-18194","source":"Crossref","is-referenced-by-count":57,"title":["Classification of Dysarthric Speech According to the Severity of Impairment: an Analysis of Acoustic Features"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1477-2381","authenticated-orcid":false,"given":"Bassam Ali","family":"Al-Qatab","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2835-4084","authenticated-orcid":false,"given":"Mumtaz Begum","family":"Mustafa","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5947460"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICSLP.1996.608020"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1044\/1092-4388(2002\/003)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1159\/000252849"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1044\/jshr.3504.723"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/026992000415877"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2010.5495563"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1044\/jslhr.4305.1275"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1159\/000052649"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1044\/1092-4388(2004\/058)"},{"key":"ref60","first-page":"63","article-title":"A comparison of ranking methods for classification algorithm selection","author":"brazdil","year":"2000","journal-title":"Proc Eur Conf Mach Learn"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2014.02.001"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2019-2490"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2019.04.003"},{"key":"ref28","article-title":"Acoustic analysis of the prosodic properties of ataxic speech","author":"stuntebeck","year":"2002"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1159\/000021531"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1006\/jpho.2001.0138"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1075\/sspcl.1.04wei"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1097\/TLD.0000000000000137"},{"key":"ref1","first-page":"1","article-title":"Automatic speech recognition with sparse training data for dysarthric speakers","author":"green","year":"2003","journal-title":"Proc Eur Conf Speech Commun Technol"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1044\/jshd.5404.482"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2009.2024697"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2011.03.007"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvoice.2008.04.006"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2006.871883"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/S0021-9924(02)00065-5"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"1228","DOI":"10.1016\/j.protcy.2014.10.138","article-title":"Jitter, shimmer and HNR classification within gender, tones and vowels in healthy voices","volume":"16","author":"teixeira","year":"2014","journal-title":"Procedia Technol"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.02.020"},{"key":"ref51","first-page":"27","article-title":"Conditional likelihood maximisation: A unifying framework for information theoretic feature selection","volume":"13","author":"brown","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref59","author":"neave","year":"1988","journal-title":"Distribution Free Tests"},{"key":"ref58","volume":"422","author":"mclachlan","year":"2005","journal-title":"Analyzing Microarray Gene Expression Data"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.09.023"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1080\/10400435.2010.483646"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"key":"ref53","first-page":"116","article-title":"Automated dysarthria severity classification using deep learning frameworks","author":"joshy","year":"2020","journal-title":"Proc Eur Signal Process Conf"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-247-2.50037-1"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1159\/000497178"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3109\/13682828009112541"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2007.46"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3109\/13682828009112541"},{"key":"ref13","author":"yorkston","year":"1984","journal-title":"Computerized Assessment of Intelligibility of Dysarthric Speech"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1044\/1092-4388(2010\/10-0020)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1159\/000511042"},{"key":"ref16","first-page":"589","article-title":"Proof-of-concept evaluation of the mobile and personal speech assistant for the recognition of disordered speech","volume":"9","author":"cavalcante","year":"2016","journal-title":"Int J Adv Intell Syst"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1044\/1092-4388(2009\/08-0208)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/02699200010024456"},{"key":"ref19","first-page":"1","article-title":"Automated dysarthria severity classification for improved objective intelligibility assessment of spastic dysarthric speech","author":"paja","year":"2012","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2006.1660840"},{"key":"ref3","first-page":"2257","article-title":"A modern approach to dysarthria classification","author":"castillo","year":"2013","journal-title":"Proc 25th Annu Int Conf Eng Med Biol Soc"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1044\/jshr.1202.246"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1044\/jshr.1203.462"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1044\/2016_JSLHR-S-15-0291"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S0021-9924(03)00016-9"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2015.00272"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-36668-3_100"},{"key":"ref46","first-page":"68","article-title":"Conditional infomax learning: An integrated framework for feature extraction and fusion","author":"lin","year":"2006","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref45","article-title":"Machine Learning based on attribute interactions","author":"jakulin","year":"2005"},{"key":"ref48","first-page":"91","article-title":"On the use of variable complementarity for feature selection in cancer classification","author":"meyer","year":"2006","journal-title":"Proc Workshops Appl Evol Comput"},{"key":"ref47","first-page":"1531","article-title":"Fast binary feature selection with conditional mutual information","volume":"5","author":"fleuret","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref42","author":"eyben","year":"2014","journal-title":"Real-Time Speech and Music Classification by Large Audio Feature Space Extraction"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1117\/1.JRS.9.095079"},{"key":"ref44","first-page":"1","article-title":"A stability index for feature selection","author":"kuncheva","year":"2007","journal-title":"Appl Artif Intell"},{"key":"ref43","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-36806-6","author":"schuller","year":"2013","journal-title":"Intelligent Audio Analysis"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09330527.pdf?arnumber=9330527","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T06:05:22Z","timestamp":1643177122000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9330527\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3053335","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}