{"id":"https://openalex.org/W4402111796","doi":"https://doi.org/10.21437/interspeech.2024-2386","title":"Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection","display_name":"Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4402111796","doi":"https://doi.org/10.21437/interspeech.2024-2386"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2024-2386","is_oa":true,"landing_page_url":"https://doi.org/10.21437/interspeech.2024-2386","pdf_url":"https://www.isca-archive.org/interspeech_2024/duan24_interspeech.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2024","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.isca-archive.org/interspeech_2024/duan24_interspeech.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103209723","display_name":"Junwen Duan","orcid":"https://orcid.org/0000-0003-4955-9270"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junwen Duan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109608175","display_name":"Fangyuan Wei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fangyuan Wei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101819061","display_name":"Hongdong Li","orcid":"https://orcid.org/0000-0003-4125-1554"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hong-Dong Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5117698874","display_name":"Jin Liu","orcid":"https://orcid.org/0000-0001-6915-6183"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jin Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"962","last_page":"966"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.8708000183105469,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.8708000183105469,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8271999955177307,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.7827000021934509,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6977272033691406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6832376718521118},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.6723577380180359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5761135220527649},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5617520809173584},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5530345439910889},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5048151612281799},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4767371416091919},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.47082167863845825},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4314899146556854},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13531720638275146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08160474896430969},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.05598375201225281},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0513797402381897}],"concepts":[{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6977272033691406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6832376718521118},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.6723577380180359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5761135220527649},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5617520809173584},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5530345439910889},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5048151612281799},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4767371416091919},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.47082167863845825},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4314899146556854},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13531720638275146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08160474896430969},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.05598375201225281},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0513797402381897},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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:10.21437/interspeech.2024-2386","is_oa":true,"landing_page_url":"https://doi.org/10.21437/interspeech.2024-2386","pdf_url":"https://www.isca-archive.org/interspeech_2024/duan24_interspeech.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.21437/interspeech.2024-2386","is_oa":true,"landing_page_url":"https://doi.org/10.21437/interspeech.2024-2386","pdf_url":"https://www.isca-archive.org/interspeech_2024/duan24_interspeech.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1335031494","display_name":null,"funder_award_id":"62172444","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4785461891","display_name":null,"funder_award_id":"U22A2041","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6543756964","display_name":null,"funder_award_id":"2023CXQD018","funder_id":"https://openalex.org/F4320321514","funder_display_name":"Central South University"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402111796.pdf","grobid_xml":"https://content.openalex.org/works/W4402111796.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W4301594054","https://openalex.org/W2099421762","https://openalex.org/W2794488505","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2353265673","https://openalex.org/W2031175860","https://openalex.org/W2152662039"],"abstract_inverted_index":{"Effective":[0],"diagnosis":[1,51],"of":[2,10,87],"Mild":[3],"Cognitive":[4],"Impairment":[5],"(MCI),":[6],"a":[7,41,72],"preclinical":[8],"stage":[9],"cognitive":[11],"decline,":[12],"is":[13],"significant":[14],"for":[15],"delaying":[16],"disease":[17],"progression.While":[18],"most":[19],"current":[20],"spontaneous":[21],"speechbased":[22],"diagnostic":[23],"methods":[24],"focus":[25],"on":[26,113],"English":[27],"speech,":[28],"the":[29,62,69,85,101],"Interspeech":[30],"2024":[31],"TAUKADIAL":[32],"Challenge":[33],"proposed":[34],"an":[35,49],"innovative":[36],"research":[37],"direction":[38],"to":[39,44,79,99],"develop":[40],"language-agnostic":[42,81],"approach":[43,104],"diagnose":[45],"MCI.This":[46],"paper":[47],"proposes":[48],"MCI":[50],"method":[52],"by":[53,68],"analyzing":[54],"and":[55,58,76,90,97,111],"combining":[56],"linguistic":[57],"acoustic":[59],"features":[60],"using":[61],"bilingual":[63],"Chinese-English":[64],"speech":[65,82],"dataset":[66],"provided":[67],"challenge.We":[70],"employed":[71],"pre-trained":[73],"multilingual":[74],"model":[75],"expressivity":[77],"encoder":[78],"extract":[80],"features.To":[83],"overcome":[84],"challenges":[86],"data":[88,95],"scarcity":[89],"language":[91],"diversity,":[92],"we":[93],"implemented":[94],"augmentation":[96],"alignment":[98],"enhance":[100],"model's":[102],"generalization.Our":[103],"achieved":[105],"77.5%":[106],"accuracy,":[107],"demonstrating":[108],"its":[109],"effectiveness":[110],"potential":[112],"cross-lingual":[114],"data.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}