{"id":"https://openalex.org/W4384519225","doi":"https://doi.org/10.1109/access.2023.3295832","title":"Multimodal Transfer Learning for Oral Presentation Assessment","display_name":"Multimodal Transfer Learning for Oral Presentation Assessment","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4384519225","doi":"https://doi.org/10.1109/access.2023.3295832"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3295832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3295832","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10184417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10184417.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048099128","display_name":"Su Shwe Yi Tun","orcid":null},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Su Shwe Yi Tun","raw_affiliation_strings":["Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan","Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, JAPAN"],"affiliations":[{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, JAPAN","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080920610","display_name":"Shogo Okada","orcid":"https://orcid.org/0000-0002-9260-0403"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shogo Okada","raw_affiliation_strings":["Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan","Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, JAPAN"],"affiliations":[{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, JAPAN","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084384514","display_name":"Hung\u2010Hsuan Huang","orcid":"https://orcid.org/0000-0002-0376-3535"},"institutions":[{"id":"https://openalex.org/I3130243125","display_name":"University of Fukuchiyama","ror":"https://ror.org/04w7k2121","country_code":"JP","type":"education","lineage":["https://openalex.org/I3130243125"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hung-Hsuan Huang","raw_affiliation_strings":["Faculty of Informatics, the University of Fukuchiyama, Fukuchiyama, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics, the University of Fukuchiyama, Fukuchiyama, Kyoto, Japan","institution_ids":["https://openalex.org/I3130243125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112228635","display_name":"Chee Wee Leong","orcid":null},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chee Wee Leong","raw_affiliation_strings":["Educational Testing Service, Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, Princeton, NJ, USA","institution_ids":["https://openalex.org/I1341030882"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048099128"],"corresponding_institution_ids":["https://openalex.org/I177738480"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2075,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83033998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"84013","last_page":"84026"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9994000196456909,"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/T11309","display_name":"Music and Audio Processing","score":0.9937999844551086,"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9926000237464905,"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/computer-science","display_name":"Computer science","score":0.829367995262146},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.8151063323020935},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.675926923751831},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6683076024055481},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6288624405860901},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5477220416069031},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4597485363483429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4525347352027893},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.4489792585372925},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41096752882003784},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33881211280822754},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3221239447593689}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.829367995262146},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.8151063323020935},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.675926923751831},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6683076024055481},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6288624405860901},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5477220416069031},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4597485363483429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4525347352027893},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.4489792585372925},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41096752882003784},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33881211280822754},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3221239447593689},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3295832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3295832","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10184417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:164f687ef59747f5997dc6264e6ea0e5","is_oa":true,"landing_page_url":"https://doaj.org/article/164f687ef59747f5997dc6264e6ea0e5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 84013-84026 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3295832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3295832","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10184417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1877004857","display_name":null,"funder_award_id":"22H04860","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2493814986","display_name":null,"funder_award_id":"22H00536","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3075944525","display_name":null,"funder_award_id":"JPMJCR20G6","funder_id":"https://openalex.org/F4320338247","funder_display_name":"Moonshot Research and Development Program"},{"id":"https://openalex.org/G3459562248","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3970091629","display_name":null,"funder_award_id":"JPMJMS2237","funder_id":"https://openalex.org/F4320338247","funder_display_name":"Moonshot Research and Development Program"},{"id":"https://openalex.org/G5256887504","display_name":null,"funder_award_id":"Japan Society for the Promotion of Science (JSPS)","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7752643416","display_name":null,"funder_award_id":"Japan","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8430481527","display_name":null,"funder_award_id":"Number","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320338247","display_name":"Moonshot Research and Development Program","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384519225.pdf","grobid_xml":"https://content.openalex.org/works/W4384519225.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W1508871919","https://openalex.org/W1522301498","https://openalex.org/W1614298861","https://openalex.org/W1686810756","https://openalex.org/W2009658355","https://openalex.org/W2013335684","https://openalex.org/W2058497930","https://openalex.org/W2060386030","https://openalex.org/W2075398069","https://openalex.org/W2095176743","https://openalex.org/W2095705004","https://openalex.org/W2108598243","https://openalex.org/W2109248814","https://openalex.org/W2117539524","https://openalex.org/W2122293883","https://openalex.org/W2145421863","https://openalex.org/W2158192499","https://openalex.org/W2165698076","https://openalex.org/W2253728219","https://openalex.org/W2266755212","https://openalex.org/W2282821441","https://openalex.org/W2293706960","https://openalex.org/W2395579298","https://openalex.org/W2524365899","https://openalex.org/W2526050071","https://openalex.org/W2548145449","https://openalex.org/W2548169137","https://openalex.org/W2593116425","https://openalex.org/W2612445135","https://openalex.org/W2727734269","https://openalex.org/W2732138097","https://openalex.org/W2741986357","https://openalex.org/W2749479538","https://openalex.org/W2752773286","https://openalex.org/W2784121710","https://openalex.org/W2786510204","https://openalex.org/W2807126412","https://openalex.org/W2895416147","https://openalex.org/W2896457183","https://openalex.org/W2962862931","https://openalex.org/W2963130397","https://openalex.org/W2964077576","https://openalex.org/W2979736514","https://openalex.org/W2980449360","https://openalex.org/W2980531643","https://openalex.org/W3007708573","https://openalex.org/W3011574394","https://openalex.org/W3039444588","https://openalex.org/W3088025278","https://openalex.org/W3088409176","https://openalex.org/W3093895424","https://openalex.org/W3093977761","https://openalex.org/W3093995463","https://openalex.org/W3096690837","https://openalex.org/W3101314801","https://openalex.org/W3105318164","https://openalex.org/W3115969014","https://openalex.org/W3116195342","https://openalex.org/W3131074448","https://openalex.org/W3184326621","https://openalex.org/W3196773694","https://openalex.org/W4245267204","https://openalex.org/W4297775537","https://openalex.org/W4299285642","https://openalex.org/W6606906144","https://openalex.org/W6636510571","https://openalex.org/W6637373629","https://openalex.org/W6674330103","https://openalex.org/W6737947904","https://openalex.org/W6747727460","https://openalex.org/W6755207826","https://openalex.org/W6768896439","https://openalex.org/W6770585022"],"related_works":["https://openalex.org/W4387426029","https://openalex.org/W4254162896","https://openalex.org/W4388792380","https://openalex.org/W1477999932","https://openalex.org/W4386731653","https://openalex.org/W2376001620","https://openalex.org/W2925303117","https://openalex.org/W3167529338","https://openalex.org/W4285219045","https://openalex.org/W2072343831"],"abstract_inverted_index":{"Oral":[0],"communication":[1],"has":[2,207],"consistently":[3],"been":[4],"ranked":[5],"as":[6,119,215],"a":[7,34,45,115,132,175,183,189],"key":[8],"skill,":[9],"with":[10],"90":[11],"percent":[12,18],"of":[13,19,55,64,75,93,107,135,142,151,196],"hiring":[14],"managers":[15],"and":[16,39,50,62,77,84,122,167,182],"80":[17],"business":[20],"executives":[21],"saying":[22],"it":[23],"is":[24],"very":[25],"important":[26],"for":[27,47,59,158],"college":[28],"graduates":[29],"to":[30,33,103,131,138,211],"possess,":[31],"according":[32],"recent":[35],"survey.":[36],"Consequently,":[37],"training":[38],"evaluating":[40],"oral":[41,108],"presentation":[42,109,136,144],"skills":[43],"remains":[44],"priority":[46],"educators":[48],"worldwide,":[49],"there":[51],"are":[52],"increasing":[53],"numbers":[54],"automated":[56],"tools":[57],"developed":[58],"providing":[60],"feedback":[61],"assessment":[63,145],"such":[65,214],"skills.":[66],"However,":[67],"modeling":[68],"approaches":[69],"typically":[70],"require":[71],"collecting":[72],"large":[73],"amounts":[74],"data":[76,137,165],"labels,":[78],"which":[79],"can":[80],"be":[81],"both":[82],"expensive":[83],"laborious.":[85],"In":[86],"this":[87],"paper,":[88],"we":[89,168,173],"explore":[90],"the":[91,105,124,128,140,143,149,178,194,201],"possibility":[92],"transfer":[94],"learning":[95,141],"between":[96,177],"two":[97],"different":[98],"but":[99],"related":[100],"multimodal":[101],"datasets":[102,162,213],"benefit":[104],"evaluation":[106],"performance.":[110],"We":[111,147],"utilize":[112],"knowledge":[113,126],"from":[114,127],"job":[116],"interview":[117],"dataset":[118],"pretraining":[120],"material":[121],"adapt":[123],"learned":[125],"pre-trained":[129,191],"model":[130],"small":[133,161],"amount":[134],"improve":[139],"task.":[146],"demonstrate":[148],"efficacy":[150],"our":[152,170,197,205],"approach,":[153,200],"especially":[154],"in":[155,209],"improving":[156],"performance":[157],"inference":[159],"on":[160,188],"(<":[163],"100":[164],"points),":[166],"report":[169],"findings.":[171],"Moreover,":[172],"give":[174],"comparison":[176],"proposed":[179,198],"TL":[180,185,199],"approach":[181,206],"standard":[184],"method":[186],"based":[187],"large-scale":[190],"model.":[192],"Despite":[193],"simplicity":[195],"results":[202],"show":[203],"that":[204],"promise":[208],"application":[210],"smaller":[212],"ours.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
