{"id":"https://openalex.org/W2973031805","doi":"https://doi.org/10.21437/interspeech.2019-2993","title":"Study of the Performance of Automatic Speech Recognition Systems in Speakers with Parkinson\u2019s Disease","display_name":"Study of the Performance of Automatic Speech Recognition Systems in Speakers with Parkinson\u2019s Disease","publication_year":2019,"publication_date":"2019-09-13","ids":{"openalex":"https://openalex.org/W2973031805","doi":"https://doi.org/10.21437/interspeech.2019-2993","mag":"2973031805"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2019-2993","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2019-2993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2019","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://resolver.tudelft.nl/uuid:75e7fd39-b45a-4af7-94b7-5d1a0c94e64e","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069488212","display_name":"Laureano Moro-Vel\u00e1zquez","orcid":"https://orcid.org/0000-0002-3033-7005"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Laureano Moro-Velazquez","raw_affiliation_strings":["Center for Language and Speech Processing, The Johns Hopkins University, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Language and Speech Processing, The Johns Hopkins University, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059500729","display_name":"Jaejin Cho","orcid":"https://orcid.org/0000-0001-5672-6765"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"JaeJin Cho","raw_affiliation_strings":["Center for Language and Speech Processing, The Johns Hopkins University, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Language and Speech Processing, The Johns Hopkins University, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001291873","display_name":"Shinji Watanabe","orcid":"https://orcid.org/0000-0002-5970-8631"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shinji Watanabe","raw_affiliation_strings":["Center for Language and Speech Processing, The Johns Hopkins University, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Language and Speech Processing, The Johns Hopkins University, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004778663","display_name":"Mark Hasegawa\u2010Johnson","orcid":"https://orcid.org/0000-0002-5631-2893"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark A. Hasegawa-Johnson","raw_affiliation_strings":["Beckman Institute and ECE Department, University of Illinois at Urbana-Champaign, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beckman Institute and ECE Department, University of Illinois at Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048860892","display_name":"Odette Scharenborg","orcid":"https://orcid.org/0000-0003-0693-8852"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Odette Scharenborg","raw_affiliation_strings":["Multimedia Computing Group, Delft University of Technology, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia Computing Group, Delft University of Technology, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100734355","display_name":"Heejin Kim","orcid":"https://orcid.org/0000-0001-6157-3636"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heejin Kim","raw_affiliation_strings":["Department of Linguistics, University of Illinois at Urbana-Champaign, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics, University of Illinois at Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050632169","display_name":"Najim Dehak","orcid":"https://orcid.org/0000-0002-4489-5753"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Najim Dehak","raw_affiliation_strings":["Center for Language and Speech Processing, The Johns Hopkins University, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Language and Speech Processing, The Johns Hopkins University, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069488212"],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":null,"apc_paid":null,"fwci":1.3184,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.8106837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3875","last_page":"3879"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.6845756769180298},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6748907566070557},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5154882073402405},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.48206740617752075},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.3667948246002197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33788979053497314},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1549961268901825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6845756769180298},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6748907566070557},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5154882073402405},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48206740617752075},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3667948246002197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33788979053497314},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1549961268901825},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2019-2993","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2019-2993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2019","raw_type":"proceedings-article"},{"id":"pmh:oai:tudelft.nl:uuid:75e7fd39-b45a-4af7-94b7-5d1a0c94e64e","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:75e7fd39-b45a-4af7-94b7-5d1a0c94e64e","pdf_url":"http://resolver.tudelft.nl/uuid:75e7fd39-b45a-4af7-94b7-5d1a0c94e64e","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:tudelft.nl:uuid:75e7fd39-b45a-4af7-94b7-5d1a0c94e64e","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:75e7fd39-b45a-4af7-94b7-5d1a0c94e64e","pdf_url":"http://resolver.tudelft.nl/uuid:75e7fd39-b45a-4af7-94b7-5d1a0c94e64e","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973031805.pdf","grobid_xml":"https://content.openalex.org/works/W2973031805.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W73629841","https://openalex.org/W1512799460","https://openalex.org/W1524333225","https://openalex.org/W1562359367","https://openalex.org/W1597628276","https://openalex.org/W1734538896","https://openalex.org/W1968573968","https://openalex.org/W1972928932","https://openalex.org/W1985520507","https://openalex.org/W1986400202","https://openalex.org/W2058840541","https://openalex.org/W2064610785","https://openalex.org/W2064996887","https://openalex.org/W2065056664","https://openalex.org/W2087159094","https://openalex.org/W2109848220","https://openalex.org/W2128953612","https://openalex.org/W2150769028","https://openalex.org/W2157020172","https://openalex.org/W2170511794","https://openalex.org/W2323830726","https://openalex.org/W2507172980","https://openalex.org/W2549411651","https://openalex.org/W2555370706","https://openalex.org/W2747302936","https://openalex.org/W2766219058","https://openalex.org/W2767111132","https://openalex.org/W2886180730","https://openalex.org/W2890439864","https://openalex.org/W2894835365","https://openalex.org/W2899053767","https://openalex.org/W2899467104","https://openalex.org/W2962780374","https://openalex.org/W4240897894","https://openalex.org/W4248272619","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2789919619","https://openalex.org/W3134596587","https://openalex.org/W2293457016","https://openalex.org/W3169305685","https://openalex.org/W2351428524","https://openalex.org/W2368779261","https://openalex.org/W1551406738","https://openalex.org/W2610387714","https://openalex.org/W2369308426","https://openalex.org/W2609134097"],"abstract_inverted_index":{"Parkinson\u2019s":[0],"Disease":[1],"(PD)":[2],"affects":[3],"motor":[4],"capabilities":[5],"of":[6,23,98,137,173],"patients,":[7],"who":[8],"in":[9,29,33,118,123,152,175,189],"some":[10],"cases":[11],"need":[12],"to":[13,18,27,91,144,161,166],"use":[14],"human-computer":[15],"assistive":[16],"technologies":[17],"regain":[19],"independence.":[20],"The":[21,88,140,177],"objective":[22],"this":[24,198],"work":[25],"is":[26,115,158],"study":[28,157],"detail":[30],"the":[31,104,111,134,138,153,159,190],"differences":[32,89],"error":[34,92,113],"patterns":[35],"from":[36,45,79,168],"state-of-the-art":[37],"Automatic":[38],"Speech":[39],"Recognition":[40],"(ASR)":[41],"systems":[42,196],"on":[43,69,77],"speech":[44,53,78,167,184],"people":[46],"with":[47,82,120,126],"and":[48,57,74,84,96,100,133,148],"without":[49,86],"PD.":[50,87],"Two":[51],"different":[52,171],"recognizers":[54],"(attention-based":[55],"end-to-end":[56],"Deep":[58],"Neural":[59],"Network":[60],"-":[61],"Hidden":[62],"Markov":[63],"Models":[64],"hybrid":[65],"systems)":[66],"were":[67,107,142,149],"trained":[68],"a":[70,127],"Spanish":[71],"language":[72],"corpus":[73],"subsequently":[75],"tested":[76],"43":[80],"speakers":[81,119],"PD":[83,121,174],"46":[85],"related":[90,143],"rates,":[93],"substitutions,":[94],"insertions":[95],"deletions":[97],"characters":[99],"phonetic":[101],"units":[102],"between":[103,130],"two":[105],"groups":[106],"analyzed,":[108],"showing":[109],"that":[110,131],"word":[112],"rate":[114,132],"27%":[116],"higher":[117],"than":[122],"control":[124],"speakers,":[125],"moderated":[128],"correlation":[129],"developmental":[135],"stage":[136],"disease.":[139],"errors":[141],"all":[145],"manner":[146],"classes,":[147],"more":[150],"pronounced":[151],"vowel":[154],"/u/.":[155],"This":[156],"first":[160],"evaluate":[162],"ASR":[163,195],"systems\u2019":[164],"responses":[165],"patients":[169],"at":[170],"stages":[172],"Spanish.":[176],"analyses":[178],"showed":[179],"general":[180],"trends":[181],"but":[182],"individual":[183],"deficits":[185],"must":[186],"be":[187],"studied":[188],"future":[191],"when":[192],"designing":[193],"new":[194],"for":[197],"population.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}