{"id":"https://openalex.org/W4367047808","doi":"https://doi.org/10.1109/tbme.2023.3270532","title":"Toward Real-World Voice Disorder Classification","display_name":"Toward Real-World Voice Disorder Classification","publication_year":2023,"publication_date":"2023-04-26","ids":{"openalex":"https://openalex.org/W4367047808","doi":"https://doi.org/10.1109/tbme.2023.3270532","pmid":"https://pubmed.ncbi.nlm.nih.gov/37099463"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2023.3270532","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2023.3270532","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/4359967/10109168.pdf","source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/10/4359967/10109168.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031290759","display_name":"Heng-Cheng Kuo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Heng-Cheng Kuo","raw_affiliation_strings":["Research Center for Information Technology Innovation, Academia Sinica, Taiwan","Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I4210086894"]},{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088044752","display_name":"Yu-Peng Hsieh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Peng Hsieh","raw_affiliation_strings":["Research Center for Information Technology Innovation, Academia Sinica, Taiwan","Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I4210086894"]},{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034788095","display_name":"H. Eric Tseng","orcid":"https://orcid.org/0000-0001-9544-4226"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Huan-Hsin Tseng","raw_affiliation_strings":["Research Center for Information Technology Innovation, Academia Sinica, Taiwan","Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-9544-4226","affiliations":[{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I4210086894"]},{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036364468","display_name":"Chi\u2010Te Wang","orcid":"https://orcid.org/0000-0002-9999-1291"},"institutions":[{"id":"https://openalex.org/I4210102996","display_name":"Far Eastern Memorial Hospital","ror":"https://ror.org/019tq3436","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210102996"]},{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chi-Te Wang","raw_affiliation_strings":["Department of Electrical Engineering, Yuan Ze University, Taiwan","Department of Electrical Engineering, Yuan Ze University, Taoyuan, Taiwan","Department of Otolaryngology Head and Neck Surgery, Far Eastern Memorial Hospital, New Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-9999-1291","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Yuan Ze University, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Electrical Engineering, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Otolaryngology Head and Neck Surgery, Far Eastern Memorial Hospital, New Taipei, Taiwan","institution_ids":["https://openalex.org/I4210102996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038450527","display_name":"Shih\u2010Hau Fang","orcid":"https://orcid.org/0000-0003-1580-0257"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih-Hau Fang","raw_affiliation_strings":["Department of Electrical Engineering and AI Research Center, Yuan Ze University, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-1580-0257","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and AI Research Center, Yuan Ze University, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044008055","display_name":"Yu Tsao","orcid":"https://orcid.org/0000-0001-6956-0418"},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]},{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu Tsao","raw_affiliation_strings":["Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan","Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6956-0418","affiliations":[{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]},{"raw_affiliation_string":"Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8344,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71987013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"70","issue":"10","first_page":"2922","last_page":"2932"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9973999857902527,"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":0.9973999857902527,"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/T12418","display_name":"Respiratory and Cough-Related Research","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T12684","display_name":"Stuttering Research and Treatment","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5052710175514221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49318498373031616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3623308539390564}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5052710175514221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49318498373031616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3623308539390564}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014832","descriptor_name":"Voice Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014832","descriptor_name":"Voice Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014832","descriptor_name":"Voice Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014832","descriptor_name":"Voice Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2023.3270532","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2023.3270532","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/4359967/10109168.pdf","source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:37099463","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37099463","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tbme.2023.3270532","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2023.3270532","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/4359967/10109168.pdf","source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5899999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323468","display_name":"Far Eastern Memorial Hospital","ror":"https://ror.org/019tq3436"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367047808.pdf","grobid_xml":"https://content.openalex.org/works/W4367047808.grobid-xml"},"referenced_works_count":92,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1565327149","https://openalex.org/W1731081199","https://openalex.org/W1821462560","https://openalex.org/W1836465849","https://openalex.org/W1921523184","https://openalex.org/W1988974600","https://openalex.org/W1992761016","https://openalex.org/W1996020380","https://openalex.org/W2000896676","https://openalex.org/W2003565503","https://openalex.org/W2003914205","https://openalex.org/W2044406255","https://openalex.org/W2055387057","https://openalex.org/W2056981279","https://openalex.org/W2060183326","https://openalex.org/W2071271167","https://openalex.org/W2093862051","https://openalex.org/W2113650738","https://openalex.org/W2117095944","https://openalex.org/W2132025473","https://openalex.org/W2139252078","https://openalex.org/W2162109146","https://openalex.org/W2164605035","https://openalex.org/W2165806037","https://openalex.org/W2170509092","https://openalex.org/W2404317780","https://openalex.org/W2485090610","https://openalex.org/W2523246573","https://openalex.org/W2578907517","https://openalex.org/W2584009249","https://openalex.org/W2733384076","https://openalex.org/W2762439315","https://openalex.org/W2790046776","https://openalex.org/W2791062765","https://openalex.org/W2797917356","https://openalex.org/W2803843034","https://openalex.org/W2901849296","https://openalex.org/W2903623207","https://openalex.org/W2910379596","https://openalex.org/W2911659825","https://openalex.org/W2913018126","https://openalex.org/W2913363344","https://openalex.org/W2914428489","https://openalex.org/W2914784366","https://openalex.org/W2914972654","https://openalex.org/W2921696992","https://openalex.org/W2949551606","https://openalex.org/W2959813266","https://openalex.org/W2962750725","https://openalex.org/W2963122961","https://openalex.org/W2963163009","https://openalex.org/W2963419583","https://openalex.org/W2963993484","https://openalex.org/W2982083293","https://openalex.org/W2998115938","https://openalex.org/W3093483464","https://openalex.org/W3125384922","https://openalex.org/W3129517450","https://openalex.org/W3152545903","https://openalex.org/W3164377960","https://openalex.org/W3173925863","https://openalex.org/W3174637947","https://openalex.org/W3195423934","https://openalex.org/W3204408661","https://openalex.org/W3206392049","https://openalex.org/W3209879580","https://openalex.org/W3212125355","https://openalex.org/W3214513014","https://openalex.org/W4200402365","https://openalex.org/W4206534391","https://openalex.org/W4224268250","https://openalex.org/W4285105777","https://openalex.org/W4285687723","https://openalex.org/W4289130117","https://openalex.org/W4289147352","https://openalex.org/W4291366129","https://openalex.org/W4295079846","https://openalex.org/W4297775537","https://openalex.org/W4376474415","https://openalex.org/W6631190155","https://openalex.org/W6633949838","https://openalex.org/W6638523607","https://openalex.org/W6638667902","https://openalex.org/W6640185926","https://openalex.org/W6727249380","https://openalex.org/W6737664043","https://openalex.org/W6756568514","https://openalex.org/W6756612844","https://openalex.org/W6779322503","https://openalex.org/W6796720528","https://openalex.org/W6803559545"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Voice":[1],"disorders":[2,19],"significantly":[3,199],"compromise":[4],"individuals'":[5],"ability":[6],"to":[7,36,50,77,108,244],"speak":[8],"in":[9,126,138,233],"their":[10],"daily":[11],"lives.":[12],"Without":[13],"early":[14],"diagnosis":[15],"and":[16,54,61,71,84,102,134,162,174,203,230],"treatment,":[17],"these":[18],"may":[20,46],"deteriorate":[21],"drastically.":[22],"Thus,":[23],"automatic":[24],"classification":[25,75,186,205],"systems":[26,45,246],"at":[27,136],"home":[28],"are":[29,34],"desirable":[30],"for":[31,183,242],"people":[32],"who":[33],"inaccessible":[35],"clinical":[37,59],"disease":[38],"assessments.":[39],"However,":[40],"the":[41,51,58,79,110,122,127,139,153,157,195,209,214,221],"performance":[42],"of":[43,81,97,159,216],"such":[44],"be":[47,181],"weakened":[48],"due":[49],"constrained":[52],"resources":[53],"domain":[55,105,111,130,141,147,175,210],"mismatch":[56,112,148],"between":[57],"data":[60],"noisy":[62,128],"real-world":[63,129,227],"data.":[64],"METHODS:":[65],"This":[66],"study":[67,223],"develops":[68],"a":[69,92],"compact":[70],"domain-robust":[72],"voice":[73,184,234],"disorder":[74,185,235],"system":[76,90,155,197,239],"identify":[78],"utterances":[80],"health,":[82],"neoplasm,":[83],"benign":[85],"structural":[86],"diseases.":[87],"Our":[88],"proposed":[89,154,196,238],"utilizes":[91],"feature":[93],"extractor":[94],"model":[95,228],"composed":[96],"factorized":[98,170],"convolutional":[99,171],"neural":[100,172],"networks":[101,173],"subsequently":[103],"deploys":[104],"adversarial":[106,176],"training":[107],"reconcile":[109],"by":[113,132,164,207],"extracting":[114],"domain-invariant":[115,178],"features.":[116],"RESULTS:":[117],"The":[118,146,190,237],"results":[119,192],"show":[120],"that":[121,194,224],"unweighted":[123],"average":[124],"recall":[125],"improved":[131],"13%":[133],"remained":[135],"80%":[137],"clinic":[140],"with":[142,187,247],"only":[143],"slight":[144],"degradation.":[145],"was":[149],"effectively":[150],"eliminated.":[151],"Moreover,":[152],"reduced":[156],"usage":[158],"both":[160],"memory":[161],"computation":[163],"over":[165],"73.9%.":[166],"CONCLUSION:":[167],"By":[168],"deploying":[169],"training,":[177],"features":[179],"can":[180,198],"derived":[182],"limited":[188,248],"resources.":[189,249],"promising":[191],"confirm":[193],"reduce":[200],"resource":[201],"consumption":[202],"improve":[204],"accuracy":[206],"considering":[208],"mismatch.":[211],"SIGNIFICANCE:":[212],"To":[213],"best":[215],"our":[217],"knowledge,":[218],"this":[219],"is":[220,240],"first":[222],"jointly":[225],"considers":[226],"compression":[229],"noise-robustness":[231],"issues":[232],"classification.":[236],"intended":[241],"application":[243],"embedded":[245]},"counts_by_year":[{"year":2026,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
