{"id":"https://openalex.org/W4392981231","doi":"https://doi.org/10.1109/icaiic60209.2024.10463241","title":"Using StarGANv2 Voice Conversion to Enhance the Quality of Dysarthric Speech","display_name":"Using StarGANv2 Voice Conversion to Enhance the Quality of Dysarthric Speech","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392981231","doi":"https://doi.org/10.1109/icaiic60209.2024.10463241"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic60209.2024.10463241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5094198603","display_name":"Hadil Mehrez","orcid":null},"institutions":[{"id":"https://openalex.org/I42731748","display_name":"National Institute of Applied Science and Technology","ror":"https://ror.org/00qn2rd91","country_code":"TN","type":"facility","lineage":["https://openalex.org/I42731748"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Hadil Mehrez","raw_affiliation_strings":["Physical Engineering and Instrumentation, National Institute of Applied Science and Technology,Tunis,Tunisia","Physical Engineering and Instrumentation, National Institute of Applied Science and Technology, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Physical Engineering and Instrumentation, National Institute of Applied Science and Technology,Tunis,Tunisia","institution_ids":["https://openalex.org/I42731748"]},{"raw_affiliation_string":"Physical Engineering and Instrumentation, National Institute of Applied Science and Technology, Tunis, Tunisia","institution_ids":["https://openalex.org/I42731748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082256255","display_name":"Mounira Chaiani","orcid":null},"institutions":[{"id":"https://openalex.org/I154799132","display_name":"Universit\u00e9 de Moncton","ror":"https://ror.org/029tnqt29","country_code":"CA","type":"education","lineage":["https://openalex.org/I154799132"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mounira Chaiani","raw_affiliation_strings":["University of Moncton Shippagan Campus,Research Laboratory in Human-System Interaction,New Brunswick,Canada","Research Laboratory in Human-System Interaction, University of Moncton Shippagan Campus, New Brunswick, Canada"],"affiliations":[{"raw_affiliation_string":"University of Moncton Shippagan Campus,Research Laboratory in Human-System Interaction,New Brunswick,Canada","institution_ids":["https://openalex.org/I154799132"]},{"raw_affiliation_string":"Research Laboratory in Human-System Interaction, University of Moncton Shippagan Campus, New Brunswick, Canada","institution_ids":["https://openalex.org/I154799132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055849526","display_name":"Sid\u2010Ahmed Selouani","orcid":"https://orcid.org/0000-0003-0731-2632"},"institutions":[{"id":"https://openalex.org/I154799132","display_name":"Universit\u00e9 de Moncton","ror":"https://ror.org/029tnqt29","country_code":"CA","type":"education","lineage":["https://openalex.org/I154799132"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sid Ahmed Selouani","raw_affiliation_strings":["University of Moncton Shippagan Campus,Research Laboratory in Human-System Interaction,New Brunswick,Canada","Research Laboratory in Human-System Interaction, University of Moncton Shippagan Campus, New Brunswick, Canada"],"affiliations":[{"raw_affiliation_string":"University of Moncton Shippagan Campus,Research Laboratory in Human-System Interaction,New Brunswick,Canada","institution_ids":["https://openalex.org/I154799132"]},{"raw_affiliation_string":"Research Laboratory in Human-System Interaction, University of Moncton Shippagan Campus, New Brunswick, Canada","institution_ids":["https://openalex.org/I154799132"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5094198603"],"corresponding_institution_ids":["https://openalex.org/I42731748"],"apc_list":null,"apc_paid":null,"fwci":1.2669,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78668874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"738","last_page":"744"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.8580999970436096,"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":0.8580999970436096,"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":0.7400000095367432,"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/speech-recognition","display_name":"Speech recognition","score":0.7415537238121033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6634783744812012},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5479575991630554},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.4355272948741913},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.4199322760105133}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7415537238121033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6634783744812012},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5479575991630554},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.4355272948741913},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.4199322760105133},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic60209.2024.10463241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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":19,"referenced_works":["https://openalex.org/W180052447","https://openalex.org/W1673518641","https://openalex.org/W2064610785","https://openalex.org/W2140360678","https://openalex.org/W2526425061","https://openalex.org/W2932319787","https://openalex.org/W2973031805","https://openalex.org/W3015338123","https://openalex.org/W3036601975","https://openalex.org/W3162512456","https://openalex.org/W3196667132","https://openalex.org/W4212774754","https://openalex.org/W4296068414","https://openalex.org/W4385822680","https://openalex.org/W4388505298","https://openalex.org/W6637319697","https://openalex.org/W6767111847","https://openalex.org/W6780218876","https://openalex.org/W6847363464"],"related_works":["https://openalex.org/W3135230428","https://openalex.org/W2904739811","https://openalex.org/W2152158029","https://openalex.org/W2012540220","https://openalex.org/W2559837139","https://openalex.org/W1151175420","https://openalex.org/W2166690696","https://openalex.org/W2131711534","https://openalex.org/W2559040841","https://openalex.org/W114661351"],"abstract_inverted_index":{"In":[0,41],"this":[1,43],"paper,":[2],"we":[3,24],"propose":[4],"to":[5,14,46],"use":[6],"StarGAN,":[7],"a":[8,51,79],"pow-erful":[9],"Generative":[10],"Adversarial":[11],"Network":[12],"(GAN),":[13],"improve":[15],"the":[16,26,47,75,84],"quality":[17,86],"of":[18,28,87],"dysarthric":[19,32,65],"speech.":[20],"Through":[21],"extensive":[22],"experiments,":[23],"demonstrate":[25],"effectiveness":[27],"StarGANv2-VC":[29,55,73],"in":[30,64],"converting":[31],"speech":[33,66,85],"and":[34,39,56],"significantly":[35],"improving":[36,83],"its":[37],"intelligibility":[38],"naturalness.":[40],"addition,":[42],"research":[44],"contributes":[45],"field":[48],"by":[49],"conducting":[50],"comparative":[52],"study":[53],"between":[54],"MaskCycleGAN-VC,":[57],"another":[58],"well-established":[59],"GAN":[60],"architecture,":[61],"recently":[62],"used":[63],"conversion":[67],"tasks.":[68],"The":[69],"results":[70],"show":[71],"that":[72],"performs":[74],"best,":[76],"making":[77],"it":[78],"promising":[80],"solution":[81],"for":[82],"people":[88],"suffering":[89],"from":[90],"dysarthria.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}