{"id":"https://openalex.org/W4404032103","doi":"https://doi.org/10.1109/icccnt61001.2024.10725823","title":"Enhancing Dysarthria Diagnosis With Deep Learning Techniques","display_name":"Enhancing Dysarthria Diagnosis With Deep Learning Techniques","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032103","doi":"https://doi.org/10.1109/icccnt61001.2024.10725823"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081664481","display_name":"S Keerthika","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Keerthika","raw_affiliation_strings":["Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089632414","display_name":"N Abinaya","orcid":null},"institutions":[{"id":"https://openalex.org/I43663321","display_name":"Hindustan Institute of Technology and Science","ror":"https://ror.org/037tgdn13","country_code":"IN","type":"education","lineage":["https://openalex.org/I43663321"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N Abinaya","raw_affiliation_strings":["Hindustan Institute of Technology,Department of CSE,Coimbatore,Tamilnadu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hindustan Institute of Technology,Department of CSE,Coimbatore,Tamilnadu","institution_ids":["https://openalex.org/I43663321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046174631","display_name":"S. Santhiya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Santhiya","raw_affiliation_strings":["Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094189667","display_name":"K. Nithika","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K Nithika","raw_affiliation_strings":["Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114511907","display_name":"T Dhanush","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T Dhanush","raw_affiliation_strings":["Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008834760","display_name":"C B Arvind","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C B Arvind","raw_affiliation_strings":["Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College, Perundurai,Department of Artificial Intelligence,Erode,Tamilnadu","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.8122,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.96450124,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9309999942779541,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dysarthria","display_name":"Dysarthria","score":0.9032893180847168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6621153354644775},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4499656558036804},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43381398916244507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4267706573009491},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32403796911239624},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.1992802917957306},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16837522387504578}],"concepts":[{"id":"https://openalex.org/C2777639682","wikidata":"https://www.wikidata.org/wiki/Q225957","display_name":"Dysarthria","level":2,"score":0.9032893180847168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6621153354644775},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4499656558036804},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43381398916244507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4267706573009491},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32403796911239624},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.1992802917957306},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16837522387504578}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2770321866","https://openalex.org/W2780064860","https://openalex.org/W2953144396","https://openalex.org/W2963701934","https://openalex.org/W3095186830","https://openalex.org/W3160405710","https://openalex.org/W3160773219","https://openalex.org/W4224315877","https://openalex.org/W4303685860","https://openalex.org/W4320886264","https://openalex.org/W4323315382","https://openalex.org/W4387641158","https://openalex.org/W4388588536"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W4321369474","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Dysarthria":[0],"is":[1,15,137,167],"characterized":[2],"by":[3,19,87],"delayed,":[4],"slurred":[5],"speech":[6,79],"that":[7,22,175],"can":[8,41,46,54],"be":[9],"challenging":[10],"to":[11,27,168],"comprehend.":[12],"This":[13,148],"condition":[14],"frequently":[16],"brought":[17],"on":[18,31],"nerve":[20],"injury":[21],"affects":[23],"the":[24,37,63,76,105,140,183],"muscles":[25,33],"used":[26,103],"produce":[28],"speech.":[29],"Depending":[30],"which":[32,53],"are":[34,62,102],"affected":[35],"and":[36,51,84,96,107,129,145,162,181],"underlying":[38],"cause,":[39],"symptoms":[40],"differ":[42],"greatly.":[43],"Talk":[44],"therapy":[45],"help":[47,177],"with":[48,83,139],"early":[49,185],"detection":[50,151,173],"intervention,":[52],"enhance":[55],"treatment":[56],"outcomes.":[57],"Convolutional":[58],"neural":[59,111],"networks":[60],"(CNNs)":[61],"method":[64,74],"suggested":[65],"here":[66],"for":[67,158],"detecting":[68],"dysarthria":[69,86,150,172],"from":[70],"audio":[71,97],"data.":[72],"The":[73,165],"highlights":[75],"distinctions":[77],"in":[78,104],"patterns":[80],"between":[81],"people":[82],"without":[85],"using":[88],"feature":[89],"extraction,":[90],"notably":[91],"Mel-frequency":[92],"cepstral":[93],"coefficients":[94],"(MFCC),":[95],"visualization":[98],"approaches.":[99],"These":[100,134],"properties":[101],"development":[106],"training":[108],"of":[109,142],"several":[110],"network":[112],"models,":[113],"such":[114],"as":[115],"CNN,":[116],"Long":[117],"Short":[118],"Term":[119],"Memory":[120],"(LSTM),":[121],"Gated":[122],"Recurrent":[123],"Units":[124],"(GRU),":[125],"Bidirectional":[126],"LSTM,":[127],"SimpleRNN,":[128],"Deep":[130],"Neural":[131],"Networks":[132],"(DNN).":[133],"models\u2019":[135],"performance":[136],"assessed":[138],"use":[141],"confusion":[143],"matrices":[144],"classification":[146],"reports.":[147],"all-inclusive":[149],"pipeline":[152],"includes":[153],"advanced":[154],"deep":[155],"learning":[156],"approaches":[157],"evaluation,":[159],"model":[160],"training,":[161],"data":[163],"preprocessing.":[164],"objective":[166],"develop":[169],"a":[170],"trustworthy":[171],"system":[174],"will":[176],"healthcare":[178],"professionals":[179],"identify":[180],"treat":[182],"ailment":[184],"on.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}