{"id":"https://openalex.org/W4392904574","doi":"https://doi.org/10.1109/icassp48485.2024.10447680","title":"Dementia Assessment Using Mandarin Speech with an Attention-Based Speech Recognition Encoder","display_name":"Dementia Assessment Using Mandarin Speech with an Attention-Based Speech Recognition Encoder","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392904574","doi":"https://doi.org/10.1109/icassp48485.2024.10447680"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10447680","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10447680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5102593922","display_name":"Zih-Jyun Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Zih-Jyun Lin","raw_affiliation_strings":["National Tsing Hua University,Department of Computer Science,Hsinchu,Taiwan","Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Department of Computer Science,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100724057","display_name":"Yi\u2013Ju Chen","orcid":"https://orcid.org/0000-0001-8932-5095"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Ju Chen","raw_affiliation_strings":["National Tsing Hua University,Department of Computer Science,Hsinchu,Taiwan","Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Department of Computer Science,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103017921","display_name":"Po\u2010Chih Kuo","orcid":"https://orcid.org/0000-0003-4020-3147"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Chih Kuo","raw_affiliation_strings":["National Tsing Hua University,Department of Computer Science,Hsinchu,Taiwan","Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Department of Computer Science,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021460104","display_name":"Li\u2010Kai Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158385","display_name":"Taipei Medical University-Shuang Ho Hospital","ror":"https://ror.org/04k9dce70","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210158385"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Likai Huang","raw_affiliation_strings":["Shuang-Ho Hospital,Dementia Center and Department of Neurology,New Taipei City,Taiwan","Dementia Center and Department of Neurology, Shuang-Ho Hospital, New Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Shuang-Ho Hospital,Dementia Center and Department of Neurology,New Taipei City,Taiwan","institution_ids":["https://openalex.org/I4210158385"]},{"raw_affiliation_string":"Dementia Center and Department of Neurology, Shuang-Ho Hospital, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I4210158385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044814672","display_name":"Chaur\u2010Jong Hu","orcid":"https://orcid.org/0000-0002-4900-5967"},"institutions":[{"id":"https://openalex.org/I4210158385","display_name":"Taipei Medical University-Shuang Ho Hospital","ror":"https://ror.org/04k9dce70","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210158385"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chaur-Jong Hu","raw_affiliation_strings":["Shuang-Ho Hospital,Dementia Center and Department of Neurology,New Taipei City,Taiwan","Dementia Center and Department of Neurology, Shuang-Ho Hospital, New Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Shuang-Ho Hospital,Dementia Center and Department of Neurology,New Taipei City,Taiwan","institution_ids":["https://openalex.org/I4210158385"]},{"raw_affiliation_string":"Dementia Center and Department of Neurology, Shuang-Ho Hospital, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I4210158385"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006822373","display_name":"Cheng\u2010Yu Chen","orcid":"https://orcid.org/0000-0003-0428-4373"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]},{"id":"https://openalex.org/I2802331550","display_name":"Taipei Medical University Hospital","ror":"https://ror.org/03k0md330","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I2802331550"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Yu Chen","raw_affiliation_strings":["Taipei Medical University,Research Center for Artificial Intelligence in Medicine,Taipei,Taiwan","Research Center for Artificial Intelligence in Medicine, Taipei Medical University, Taipei, Taiwan","Department of Medical Imaging, Taipei Medical University Hospital, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Taipei Medical University,Research Center for Artificial Intelligence in Medicine,Taipei,Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"Research Center for Artificial Intelligence in Medicine, Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]},{"raw_affiliation_string":"Department of Medical Imaging, Taipei Medical University Hospital, Taipei, Taiwan","institution_ids":["https://openalex.org/I2802331550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102593922"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":null,"apc_paid":null,"fwci":0.5344,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64732744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"12461","last_page":"12465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9966999888420105,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9966999888420105,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.98580002784729,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9782999753952026,"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/mandarin-chinese","display_name":"Mandarin Chinese","score":0.8628404140472412},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.8445203304290771},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.731736958026886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6704894304275513},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.48804771900177},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4642869234085083},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4397377371788025},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4389949440956116},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3374382555484772},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.22703275084495544},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1950908899307251},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07461157441139221}],"concepts":[{"id":"https://openalex.org/C138954614","wikidata":"https://www.wikidata.org/wiki/Q9192","display_name":"Mandarin Chinese","level":2,"score":0.8628404140472412},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.8445203304290771},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.731736958026886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6704894304275513},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.48804771900177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4642869234085083},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4397377371788025},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4389949440956116},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3374382555484772},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.22703275084495544},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1950908899307251},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07461157441139221},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10447680","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10447680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W854541894","https://openalex.org/W1999318234","https://openalex.org/W2239141610","https://openalex.org/W2327501763","https://openalex.org/W2513507089","https://openalex.org/W2627092829","https://openalex.org/W2887590219","https://openalex.org/W2955975605","https://openalex.org/W3012419921","https://openalex.org/W3202072801","https://openalex.org/W3209059054","https://openalex.org/W4224927301","https://openalex.org/W4225270920","https://openalex.org/W4283704748","https://openalex.org/W4324058034","https://openalex.org/W4372262996","https://openalex.org/W4385823266","https://openalex.org/W6623517193","https://openalex.org/W6771467084","https://openalex.org/W6802713017"],"related_works":["https://openalex.org/W2990005675","https://openalex.org/W2374317326","https://openalex.org/W1603321096","https://openalex.org/W2394766824","https://openalex.org/W2078713291","https://openalex.org/W2361574037","https://openalex.org/W2386292991","https://openalex.org/W2364440891","https://openalex.org/W2393726922","https://openalex.org/W2366752344"],"abstract_inverted_index":{"Dementia":[0],"diagnosis":[1],"requires":[2],"a":[3,32,38,85,105,119],"series":[4],"of":[5,16,26,112,123],"different":[6],"testing":[7],"methods,":[8],"which":[9],"is":[10,18],"complex":[11],"and":[12,83,99,118],"time-consuming.":[13],"Early":[14],"detection":[15,117],"dementia":[17,39,89,127],"crucial":[19],"as":[20],"it":[21],"can":[22],"prevent":[23],"further":[24],"deterioration":[25],"the":[27,47,69,76,79],"condition.":[28],"This":[29],"paper":[30],"utilizes":[31],"speech":[33,55,80,94],"recognition":[34,56,71,81],"model":[35,57,82],"to":[36],"construct":[37],"assessment":[40],"system":[41],"tailored":[42],"for":[43,88],"Mandarin":[44,93],"speakers":[45],"during":[46],"picture":[48],"description":[49],"task.":[50],"By":[51],"training":[52],"an":[53,110],"attention-based":[54],"on":[58],"voice":[59],"data":[60,95],"closely":[61],"resembling":[62],"real-world":[63],"scenarios,":[64],"we":[65,74],"have":[66],"significantly":[67],"enhanced":[68],"model\u2019s":[70],"capabilities.":[72],"Subsequently,":[73],"extracted":[75],"encoder":[77],"from":[78,96,104],"added":[84],"linear":[86],"layer":[87],"assessment.":[90],"We":[91,108],"collected":[92],"99":[97],"subjects":[98],"acquired":[100],"their":[101],"clinical":[102,126],"assessments":[103],"local":[106],"hospital.":[107],"achieved":[109],"accuracy":[111],"92.04%":[113],"in":[114,125],"Alzheimer\u2019s":[115],"disease":[116],"mean":[120],"absolute":[121],"error":[122],"9%":[124],"rating":[128],"score":[129],"prediction.":[130],"<sup":[131],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[132],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}