{"id":"https://openalex.org/W4414538562","doi":"https://doi.org/10.1109/icc52391.2025.11161747","title":"Enhancing AAC Software for Dysarthric Speakers in E-Health Settings: An Evaluation Using TORGO","display_name":"Enhancing AAC Software for Dysarthric Speakers in E-Health Settings: An Evaluation Using TORGO","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414538562","doi":"https://doi.org/10.1109/icc52391.2025.11161747"},"language":"en","primary_location":{"id":"doi:10.1109/icc52391.2025.11161747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"article","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/A5004380598","display_name":"Mizhou Hui","orcid":"https://orcid.org/0000-0002-9183-7441"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Macarious Hui","raw_affiliation_strings":["Northeastern University,Vancouver,Canada"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Vancouver,Canada","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090786602","display_name":"J. Diana Zhang","orcid":"https://orcid.org/0000-0002-1464-7644"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinda Zhang","raw_affiliation_strings":["Northeastern University,Vancouver,Canada"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Vancouver,Canada","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036974323","display_name":"Aanchan Mohan","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aanchan Mohan","raw_affiliation_strings":["Northeastern University,Vancouver,Canada"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Vancouver,Canada","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004380598"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":19.3534,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.99146673,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3673","last_page":"3679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.9401999711990356,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.9401999711990356,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9023000001907349,"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":0.7473999857902527},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6668000221252441},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4219000041484833},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.3903000056743622},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.3702999949455261},{"id":"https://openalex.org/keywords/cerebral-palsy","display_name":"Cerebral palsy","score":0.35989999771118164},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.3215000033378601},{"id":"https://openalex.org/keywords/augmentative-and-alternative-communication","display_name":"Augmentative and alternative communication","score":0.3010999858379364}],"concepts":[{"id":"https://openalex.org/C2777639682","wikidata":"https://www.wikidata.org/wiki/Q225957","display_name":"Dysarthria","level":2,"score":0.7473999857902527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7128999829292297},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6668000221252441},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6105999946594238},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4219000041484833},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.3903000056743622},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3702999949455261},{"id":"https://openalex.org/C2779421357","wikidata":"https://www.wikidata.org/wiki/Q210427","display_name":"Cerebral palsy","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3228999972343445},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.3215000033378601},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3050999939441681},{"id":"https://openalex.org/C2778121785","wikidata":"https://www.wikidata.org/wiki/Q781083","display_name":"Augmentative and alternative communication","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.299699991941452},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.28290000557899475},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C504749915","wikidata":"https://www.wikidata.org/wiki/Q9010971","display_name":"Speech technology","level":3,"score":0.2687000036239624},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.26820001006126404},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C60048801","wikidata":"https://www.wikidata.org/wiki/Q1433889","display_name":"Intelligibility (philosophy)","level":2,"score":0.25859999656677246},{"id":"https://openalex.org/C3017715821","wikidata":"https://www.wikidata.org/wiki/Q688498","display_name":"Assistive technology","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc52391.2025.11161747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W2018363392","https://openalex.org/W2127141656","https://openalex.org/W2140360678","https://openalex.org/W2547793174","https://openalex.org/W2606931446","https://openalex.org/W2792759062","https://openalex.org/W3014344307","https://openalex.org/W3015210890","https://openalex.org/W3015752032","https://openalex.org/W3035390927","https://openalex.org/W3198694222","https://openalex.org/W3199075549","https://openalex.org/W3202576380","https://openalex.org/W4297841875","https://openalex.org/W4382202529","https://openalex.org/W4384835050","https://openalex.org/W4389520395","https://openalex.org/W4392904683","https://openalex.org/W4404752348","https://openalex.org/W4404781065","https://openalex.org/W4406461849"],"related_works":[],"abstract_inverted_index":{"Individuals":[0],"with":[1,13,98,122,134],"cerebral":[2],"palsy":[3],"(CP)":[4],"and":[5,18,56,106,136,149,190],"amyotrophic":[6],"lateral":[7],"sclerosis":[8],"(ALS)":[9],"frequently":[10],"face":[11],"challenges":[12],"articulation,":[14],"leading":[15],"to":[16,39,63,72,113,140,174,177,183],"dysarthria":[17],"resulting":[19],"in":[20,191],"atypical":[21,59,181],"speech":[22,50],"patterns.":[23],"In":[24],"healthcare":[25,186],"settings,":[26],"communication":[27],"breakdowns":[28],"reduce":[29],"the":[30,64,89,143],"quality":[31],"of":[32,66,145],"care.":[33],"While":[34],"building":[35],"a":[36,95,162],"mobile":[37],"application":[38],"enable":[40,184],"fluid":[41],"communication,":[42],"it":[43],"was":[44],"found":[45],"that":[46],"state-of-the-art":[47],"(SOTA)":[48],"automatic":[49],"recognition":[51],"(ASR)":[52],"technology":[53],"like":[54,159],"Whisper":[55],"Wav2vec2.0":[57],"marginalizes":[58],"speakers":[60,133,182],"largely":[61],"due":[62],"lack":[65],"training":[67,105],"data.":[68],"This":[69,167],"work":[70,168],"aims":[71],"leverage":[73],"SOTA":[74,123],"ASR":[75,83,124,164,179],"followed":[76],"by":[77],"domain-specific":[78],"error":[79,130,156],"correction.":[80],"English":[81],"dysarthric":[82],"performance":[84],"is":[85,94,111,165],"often":[86],"evaluated":[87],"on":[88],"TORGO":[90],"dataset.":[91],"Prompt":[92],"overlap":[93,103],"well-known":[96],"issue":[97],"this":[99,115],"dataset":[100],"where":[101],"phrases":[102],"between":[104],"test":[107],"speakers.":[108],"An":[109],"algorithm":[110],"proposed":[112],"break":[114],"prompt-overlap.":[116],"After":[117],"reducing":[118],"prompt":[119],"overlap,":[120],"results":[121],"models":[125,148],"produce":[126],"extremely":[127],"high":[128],"word":[129],"rates":[131],"for":[132,161,180],"mild":[135],"severe":[137],"dysarthria.":[138],"Furthermore,":[139],"improve":[141,178],"ASR,":[142],"impact":[144],"n-gram":[146],"language":[147],"large-language":[150],"model":[151],"(LLM)":[152],"based":[153],"multi-modal":[154],"generative":[155],"correction":[157],"algorithms":[158],"Whispering-LLaMA":[160],"second-pass":[163],"examined.":[166],"highlights":[169],"how":[170],"much":[171],"more":[172],"needs":[173],"be":[175],"done":[176],"equitable":[185],"access":[187],"both":[188],"in-person":[189],"e-health":[192],"settings.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}