{"id":"https://openalex.org/W4415256958","doi":"https://doi.org/10.1145/3757455","title":"AI-Based Speaking Assistant: Supporting Non-Native Speakers' Speaking in Real-Time Multilingual Communication","display_name":"AI-Based Speaking Assistant: Supporting Non-Native Speakers' Speaking in Real-Time Multilingual Communication","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W4415256958","doi":"https://doi.org/10.1145/3757455"},"language":"en","primary_location":{"id":"doi:10.1145/3757455","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757455","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3757455","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Peinuan Qin","orcid":"https://orcid.org/0000-0002-8737-8369"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Peinuan Qin","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050213183","display_name":"Zicheng Zhu","orcid":"https://orcid.org/0000-0002-4332-2515"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zicheng Zhu","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002262440","display_name":"Naomi Yamashita","orcid":"https://orcid.org/0000-0003-0643-6262"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naomi Yamashita","raw_affiliation_strings":["Social Informatics, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Social Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102411191","display_name":"Yitian Yang","orcid":"https://orcid.org/0009-0000-7530-2116"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yitian Yang","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119935264","display_name":"Keita Suga","orcid":null},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keita Suga","raw_affiliation_strings":["Social Informatics, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Social Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054435118","display_name":"Yi\u2010Chieh Lee","orcid":"https://orcid.org/0000-0002-5484-6066"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yi-Chieh Lee","raw_affiliation_strings":["Computer Science, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Computer Science, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":4.6338,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95144384,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"9","issue":"7","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9951000213623047,"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":0.9951000213623047,"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/T12128","display_name":"AI in Service Interactions","score":0.9919999837875366,"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/T10709","display_name":"Social Robot Interaction and HRI","score":0.921999990940094,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/conversation","display_name":"Conversation","score":0.6798999905586243},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6266000270843506},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5414000153541565},{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.5069000124931335},{"id":"https://openalex.org/keywords/language-proficiency","display_name":"Language proficiency","score":0.3716999888420105},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.3280999958515167}],"concepts":[{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.6798999905586243},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6266000270843506},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5414000153541565},{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.5069000124931335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42730000615119934},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.382099986076355},{"id":"https://openalex.org/C2778883600","wikidata":"https://www.wikidata.org/wiki/Q2390977","display_name":"Language proficiency","level":2,"score":0.3716999888420105},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3653999865055084},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.3280999958515167},{"id":"https://openalex.org/C2780035574","wikidata":"https://www.wikidata.org/wiki/Q30081","display_name":"Multilingualism","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3052999973297119},{"id":"https://openalex.org/C2987567764","wikidata":"https://www.wikidata.org/wiki/Q125421","display_name":"Second language","level":2,"score":0.28060001134872437},{"id":"https://openalex.org/C171041071","wikidata":"https://www.wikidata.org/wiki/Q36870","display_name":"First language","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C170350167","wikidata":"https://www.wikidata.org/wiki/Q1455178","display_name":"Second-language acquisition","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C2780829048","wikidata":"https://www.wikidata.org/wiki/Q1624720","display_name":"Conversation analysis","level":3,"score":0.2685999870300293}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3757455","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757455","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3757455","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757455","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G746156007","display_name":null,"funder_award_id":"CSSH-SF24-07, Start-Up Grant","funder_id":"https://openalex.org/F4320320698","funder_display_name":"National University of Singapore"}],"funders":[{"id":"https://openalex.org/F4320320698","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1803799813","https://openalex.org/W1967554409","https://openalex.org/W2000673745","https://openalex.org/W2000812744","https://openalex.org/W2014159570","https://openalex.org/W2023167520","https://openalex.org/W2026736659","https://openalex.org/W2027491329","https://openalex.org/W2038871813","https://openalex.org/W2054654644","https://openalex.org/W2065406122","https://openalex.org/W2071190234","https://openalex.org/W2071252581","https://openalex.org/W2096563449","https://openalex.org/W2096637652","https://openalex.org/W2132964193","https://openalex.org/W2144569346","https://openalex.org/W2204933304","https://openalex.org/W2373570000","https://openalex.org/W2487146047","https://openalex.org/W2567769411","https://openalex.org/W2616605651","https://openalex.org/W2732138097","https://openalex.org/W2782574535","https://openalex.org/W2889658784","https://openalex.org/W2913841425","https://openalex.org/W2919674582","https://openalex.org/W3003802619","https://openalex.org/W3032875465","https://openalex.org/W3040472729","https://openalex.org/W3088425974","https://openalex.org/W3094561493","https://openalex.org/W3113622696","https://openalex.org/W3121677306","https://openalex.org/W3128143783","https://openalex.org/W3137811601","https://openalex.org/W3155464642","https://openalex.org/W3173014605","https://openalex.org/W4224979739","https://openalex.org/W4224988866","https://openalex.org/W4225353277","https://openalex.org/W4226278401","https://openalex.org/W4237479418","https://openalex.org/W4239950209","https://openalex.org/W4290981789","https://openalex.org/W4292243186","https://openalex.org/W4300813642","https://openalex.org/W4317757464","https://openalex.org/W4322716930","https://openalex.org/W4376131036","https://openalex.org/W4387450671","https://openalex.org/W4396941482","https://openalex.org/W4409735071"],"related_works":[],"abstract_inverted_index":{"Non-native":[0],"speakers":[1,78],"(NNSs)":[2],"often":[3],"face":[4],"speaking":[5,26,31,56,130],"challenges":[6],"in":[7,88,183],"real-time":[8,58,184],"multilingual":[9,59,185],"communication,":[10,60],"such":[11,154],"as":[12,155],"struggling":[13],"to":[14,97,180],"articulate":[15],"their":[16,37,145],"thoughts.":[17],"To":[18,45],"address":[19],"this":[20],"issue,":[21],"we":[22,61,171],"developed":[23],"an":[24],"AI-based":[25],"assistant":[27],"(AISA)":[28],"that":[29,135],"provides":[30],"references":[32],"for":[33],"NNSs":[34],"based":[35],"on":[36,54,168],"input":[38,111],"queries,":[39],"task":[40],"background,":[41],"and":[42,51,70,80,90,100,121,142,157,165,175,187],"conversation":[43],"history.":[44],"explore":[46],"NNSs'":[47,55,129,163],"interaction":[48],"with":[49,95],"AISA":[50,99,110,125],"its":[52],"impact":[53],"during":[57],"conducted":[62],"a":[63,67,84],"mixed-method":[64],"study":[65,105],"involving":[66],"within-subject":[68],"experiment":[69],"follow-up":[71,132],"interviews.":[72],"In":[73],"the":[74,98,139,148,173],"experiment,":[75],"two":[76,92],"native":[77],"(NSs)":[79],"one":[81,101],"NNS":[82,182],"formed":[83],"team":[85],"(31":[86],"teams":[87],"total)":[89],"completed":[91],"collaborative":[93],"tasks-one":[94],"access":[96],"without.":[102],"Overall,":[103],"our":[104],"revealed":[106,134],"four":[107],"types":[108],"of":[109,119,144,177],"patterns":[112],"among":[113],"NNSs,":[114],"each":[115],"reflecting":[116],"different":[117],"levels":[118],"effort":[120],"language":[122],"preferences.":[123],"Although":[124],"did":[126],"not":[127],"improve":[128,138],"competence,":[131],"interviews":[133],"it":[136],"helped":[137],"logical":[140],"flow":[141],"depth":[143],"speech.":[146],"Moreover,":[147],"additional":[149],"multitasking":[150],"introduced":[151],"by":[152],"AISA,":[153],"entering":[156],"reviewing":[158],"system":[159],"output,":[160],"potentially":[161],"elevated":[162],"workload":[164],"anxiety.":[166],"Based":[167],"these":[169],"observations,":[170],"discuss":[172],"pros":[174],"cons":[176],"implementing":[178],"tools":[179],"assist":[181],"communication":[186],"offer":[188],"design":[189],"recommendations.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-17T00:00:00"}
