{"id":"https://openalex.org/W3198709820","doi":"https://doi.org/10.1109/tsp52935.2021.9522597","title":"Multilingual Analysis of Speech and Voice Disorders in Patients with Parkinson\u2019s Disease","display_name":"Multilingual Analysis of Speech and Voice Disorders in Patients with Parkinson\u2019s Disease","publication_year":2021,"publication_date":"2021-07-26","ids":{"openalex":"https://openalex.org/W3198709820","doi":"https://doi.org/10.1109/tsp52935.2021.9522597","mag":"3198709820"},"language":"en","primary_location":{"id":"doi:10.1109/tsp52935.2021.9522597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp52935.2021.9522597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 44th International Conference on Telecommunications and Signal Processing (TSP)","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/A5051202791","display_name":"Daniel Kov\u00e1\u010d","orcid":"https://orcid.org/0000-0003-2701-1802"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Daniel Kovac","raw_affiliation_strings":["Brno University of Technology, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023865827","display_name":"Ji\u0159\u00ed Mekyska","orcid":"https://orcid.org/0000-0002-6195-193X"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jiri Mekyska","raw_affiliation_strings":["Brno University of Technology, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022568636","display_name":"Zolt\u00e1n Gal\u00e1\u017e","orcid":"https://orcid.org/0000-0002-8978-351X"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Zoltan Galaz","raw_affiliation_strings":["Brno University of Technology, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083013455","display_name":"Lubo\u0161 Brabenec","orcid":"https://orcid.org/0000-0002-8348-5757"},"institutions":[{"id":"https://openalex.org/I1310815967","display_name":"Central European Institute of Technology","ror":"https://ror.org/01p7k1986","country_code":"CZ","type":"education","lineage":["https://openalex.org/I1310815967"]},{"id":"https://openalex.org/I4210090417","display_name":"Central European Institute of Technology \u2013 Masaryk University","ror":"https://ror.org/009nz6031","country_code":"CZ","type":"education","lineage":["https://openalex.org/I1310815967","https://openalex.org/I21449261","https://openalex.org/I4210090417"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Lubos Brabenec","raw_affiliation_strings":["Applied Neuroscience Research Group, Central European Institute of Technology \u2013 CEITEC, Masaryk University, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Neuroscience Research Group, Central European Institute of Technology \u2013 CEITEC, Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I4210090417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054260515","display_name":"Milena Ko\u0161\u0165\u00e1lov\u00e1","orcid":"https://orcid.org/0000-0002-5575-4278"},"institutions":[{"id":"https://openalex.org/I1310815967","display_name":"Central European Institute of Technology","ror":"https://ror.org/01p7k1986","country_code":"CZ","type":"education","lineage":["https://openalex.org/I1310815967"]},{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210090417","display_name":"Central European Institute of Technology \u2013 Masaryk University","ror":"https://ror.org/009nz6031","country_code":"CZ","type":"education","lineage":["https://openalex.org/I1310815967","https://openalex.org/I21449261","https://openalex.org/I4210090417"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Milena Kostalova","raw_affiliation_strings":["Applied Neuroscience Research Group, Central European Institute of Technology \u2013 CEITEC, Masaryk University, Brno, Czech Republic","Faculty Hospital and Masaryk University, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Neuroscience Research Group, Central European Institute of Technology \u2013 CEITEC, Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I4210090417"]},{"raw_affiliation_string":"Faculty Hospital and Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090006928","display_name":"Steven Z. Rapcsak","orcid":"https://orcid.org/0000-0003-1089-0855"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Z. Rapcsak","raw_affiliation_strings":["College of Medicine, University of Arizona, Tucson, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Arizona, Tucson, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010046435","display_name":"Irena Rektorov\u00e1","orcid":"https://orcid.org/0000-0002-5455-4573"},"institutions":[{"id":"https://openalex.org/I1310815967","display_name":"Central European Institute of Technology","ror":"https://ror.org/01p7k1986","country_code":"CZ","type":"education","lineage":["https://openalex.org/I1310815967"]},{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210090417","display_name":"Central European Institute of Technology \u2013 Masaryk University","ror":"https://ror.org/009nz6031","country_code":"CZ","type":"education","lineage":["https://openalex.org/I1310815967","https://openalex.org/I21449261","https://openalex.org/I4210090417"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Irena Rektorova","raw_affiliation_strings":["Applied Neuroscience Research Group, Central European Institute of Technology \u2013 CEITEC, Masaryk University, Brno, Czech Republic","Masaryk University, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Neuroscience Research Group, Central European Institute of Technology \u2013 CEITEC, Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I4210090417"]},{"raw_affiliation_string":"Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7279,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.6977603,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"273","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":1.0,"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":1.0,"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/T10403","display_name":"Phonetics and Phonology Research","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11358","display_name":"Dysphagia Assessment and Management","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dysarthria","display_name":"Dysarthria","score":0.7408364415168762},{"id":"https://openalex.org/keywords/phonation","display_name":"Phonation","score":0.6249797344207764},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.5839627981185913},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5710514187812805},{"id":"https://openalex.org/keywords/speech-disorder","display_name":"Speech disorder","score":0.5503144860267639},{"id":"https://openalex.org/keywords/voice-analysis","display_name":"Voice analysis","score":0.5320481061935425},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5183182954788208},{"id":"https://openalex.org/keywords/voice-onset-time","display_name":"Voice-onset time","score":0.4955712556838989},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4701305329799652},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.4613369405269623},{"id":"https://openalex.org/keywords/connected-speech","display_name":"Connected speech","score":0.42273151874542236},{"id":"https://openalex.org/keywords/czech","display_name":"Czech","score":0.42083457112312317},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.41835087537765503},{"id":"https://openalex.org/keywords/vowel","display_name":"Vowel","score":0.4148407578468323},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39095374941825867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3853365182876587},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.3278629183769226},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.20908525586128235}],"concepts":[{"id":"https://openalex.org/C2777639682","wikidata":"https://www.wikidata.org/wiki/Q225957","display_name":"Dysarthria","level":2,"score":0.7408364415168762},{"id":"https://openalex.org/C173988693","wikidata":"https://www.wikidata.org/wiki/Q678132","display_name":"Phonation","level":2,"score":0.6249797344207764},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.5839627981185913},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5710514187812805},{"id":"https://openalex.org/C2779642007","wikidata":"https://www.wikidata.org/wiki/Q1282114","display_name":"Speech disorder","level":2,"score":0.5503144860267639},{"id":"https://openalex.org/C182964821","wikidata":"https://www.wikidata.org/wiki/Q7939498","display_name":"Voice analysis","level":2,"score":0.5320481061935425},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5183182954788208},{"id":"https://openalex.org/C89051679","wikidata":"https://www.wikidata.org/wiki/Q627770","display_name":"Voice-onset time","level":3,"score":0.4955712556838989},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4701305329799652},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.4613369405269623},{"id":"https://openalex.org/C2777003509","wikidata":"https://www.wikidata.org/wiki/Q6026322","display_name":"Connected speech","level":2,"score":0.42273151874542236},{"id":"https://openalex.org/C2777842544","wikidata":"https://www.wikidata.org/wiki/Q9056","display_name":"Czech","level":2,"score":0.42083457112312317},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.41835087537765503},{"id":"https://openalex.org/C2779581591","wikidata":"https://www.wikidata.org/wiki/Q36244","display_name":"Vowel","level":2,"score":0.4148407578468323},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39095374941825867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3853365182876587},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3278629183769226},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.20908525586128235},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp52935.2021.9522597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp52935.2021.9522597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 44th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1976265573","https://openalex.org/W2016125416","https://openalex.org/W2064996887","https://openalex.org/W2104953067","https://openalex.org/W2112648950","https://openalex.org/W2151189936","https://openalex.org/W2262215755","https://openalex.org/W2298367083","https://openalex.org/W2341126336","https://openalex.org/W2396925529","https://openalex.org/W2573056035","https://openalex.org/W2591002740","https://openalex.org/W2748350479","https://openalex.org/W2968583737","https://openalex.org/W2981675185","https://openalex.org/W2995382111","https://openalex.org/W3127127998"],"related_works":["https://openalex.org/W2620574065","https://openalex.org/W1970812828","https://openalex.org/W2953144396","https://openalex.org/W4312117341","https://openalex.org/W3209725060","https://openalex.org/W4383428861","https://openalex.org/W3107471813","https://openalex.org/W2004324416","https://openalex.org/W3129947561","https://openalex.org/W2081812198"],"abstract_inverted_index":{"Parkinson\u2019s":[0],"disease":[1],"(PD)":[2],"is":[3,22],"associated":[4],"with":[5],"several":[6],"speech/voice":[7],"disorders":[8],"collectively":[9],"referred":[10],"to":[11,23,112,119],"as":[12],"hypokinetic":[13],"dysarthria":[14],"(HD).":[15],"The":[16,123],"main":[17],"goal":[18],"of":[19,31,36,39,57,89,125,145],"this":[20,126],"study":[21,127],"identify":[24],"acoustic":[25],"features":[26,134],"that":[27,78,129],"support":[28],"the":[29,37,79,87,107,120,131,141],"diagnosis":[30,144],"PD":[32,59],"while":[33],"being":[34],"independent":[35],"language":[38],"a":[40,55,84,95,104,137],"speaker.":[41],"We":[42],"recorded":[43],"seven":[44],"speech":[45],"(e.g.":[46,50],"monologue)":[47],"and":[48,61,64],"voice":[49],"sustained":[51],"phonation)":[52],"tasks":[53],"in":[54,106,140],"cohort":[56],"59":[58],"patients":[60],"44":[62],"age-":[63],"gender-matched":[65],"healthy":[66],"controls":[67],"(HC)":[68],"speaking":[69],"Czech":[70],"or":[71],"US":[72],"English.":[73],"A":[74],"non-parametric":[75],"test":[76],"revealed":[77],"best":[80],"discrimination":[81],"power":[82],"has":[83],"measure":[85],"quantifying":[86],"number":[88],"interword":[90],"pauses":[91],"per":[92],"minute.":[93],"In":[94],"consequent":[96],"classification":[97,108],"analysis,":[98],"utilising":[99],"logistic":[100],"regression,":[101],"we":[102],"observed":[103],"drop":[105],"accuracy":[109],"from":[110,116],"72\u201373%":[111],"67%,":[113],"when":[114],"moving":[115],"single-language":[117],"modelling":[118],"multilingual":[121],"one.":[122],"results":[124],"suggest":[128],"especially":[130],"prosodic":[132],"(pause-based)":[133],"could":[135],"play":[136],"significant":[138],"role":[139],"automatic":[142],"language-independent":[143],"PD.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
