{"id":"https://openalex.org/W4415256654","doi":"https://doi.org/10.1145/3757597","title":"Exploring the Impact of Emotional Voice Integration in Sign-to-Speech Translators for Deaf-to-Hearing Communication","display_name":"Exploring the Impact of Emotional Voice Integration in Sign-to-Speech Translators for Deaf-to-Hearing Communication","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W4415256654","doi":"https://doi.org/10.1145/3757597"},"language":"en","primary_location":{"id":"doi:10.1145/3757597","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757597","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/10.1145/3757597","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005935000","display_name":"Hyunchul Lim","orcid":"https://orcid.org/0000-0001-8397-3534"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hyunchul Lim","raw_affiliation_strings":["Cornell University, Ithaca, New York, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038969860","display_name":"Minghan Gao","orcid":"https://orcid.org/0000-0003-2302-2408"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minghan Gao","raw_affiliation_strings":["Cornell University, Ithaca, New York, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056149878","display_name":"Franklin Mingzhe Li","orcid":"https://orcid.org/0000-0003-4995-4545"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Franklin Mingzhe Li","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029387450","display_name":"Nguyet Dang","orcid":null},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nam Anh Dang","raw_affiliation_strings":["Cornell University, Ithaca, New York, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092307467","display_name":"Ianip Sit","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ianip Sit","raw_affiliation_strings":["Rochester Institute of Technology, Rochester, New York, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, Rochester, New York, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066037879","display_name":"Michelle L. Olson","orcid":"https://orcid.org/0009-0009-8297-1743"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle M Olson","raw_affiliation_strings":["Rochester Institute of Technology, Rochester, New York, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, Rochester, New York, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080697701","display_name":"Cheng Zhang","orcid":"https://orcid.org/0000-0002-5079-5927"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng Zhang","raw_affiliation_strings":["Cornell University, Ithaca, New York, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, USA","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5005935000"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":3.3155,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92908897,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T11285","display_name":"Hearing Impairment and Communication","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T13310","display_name":"Subtitles and Audiovisual Media","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9894000291824341,"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/facial-expression","display_name":"Facial expression","score":0.7200999855995178},{"id":"https://openalex.org/keywords/emotional-expression","display_name":"Emotional expression","score":0.5576000213623047},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.555899977684021},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5009999871253967},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.40299999713897705},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.3813999891281128}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7310000061988831},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.7200999855995178},{"id":"https://openalex.org/C143110190","wikidata":"https://www.wikidata.org/wiki/Q5373787","display_name":"Emotional expression","level":2,"score":0.5576000213623047},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.555899977684021},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5009999871253967},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.439300000667572},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.40299999713897705},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.3813999891281128},{"id":"https://openalex.org/C145633318","wikidata":"https://www.wikidata.org/wiki/Q207125","display_name":"Nonverbal communication","level":2,"score":0.33480000495910645},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C2780493683","wikidata":"https://www.wikidata.org/wiki/Q16035842","display_name":"Hearing loss","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.29429998993873596},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2727999985218048},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3757597","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757597","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:10.1145/3757597","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757597","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/G1037953432","display_name":null,"funder_award_id":"2239569","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1588659085","https://openalex.org/W1969130074","https://openalex.org/W1973378890","https://openalex.org/W1974580815","https://openalex.org/W1978590922","https://openalex.org/W2003238582","https://openalex.org/W2040524698","https://openalex.org/W2070140663","https://openalex.org/W2075274068","https://openalex.org/W2079700271","https://openalex.org/W2112212043","https://openalex.org/W2122300380","https://openalex.org/W2148203000","https://openalex.org/W2149628368","https://openalex.org/W2156326133","https://openalex.org/W2164772857","https://openalex.org/W2333931080","https://openalex.org/W2619137946","https://openalex.org/W2803742423","https://openalex.org/W2892416939","https://openalex.org/W2896094573","https://openalex.org/W2981531407","https://openalex.org/W3152177815","https://openalex.org/W3163203114","https://openalex.org/W3163573274","https://openalex.org/W4249456707","https://openalex.org/W4250610610","https://openalex.org/W4322096733","https://openalex.org/W4360991426","https://openalex.org/W4389891243"],"related_works":[],"abstract_inverted_index":{"Emotional":[0],"voice":[1,103,147,170,177],"communication":[2,181],"plays":[3],"a":[4,71,113],"crucial":[5],"role":[6,64],"in":[7,37,94],"effective":[8],"daily":[9],"interactions.":[10],"Deaf":[11],"and":[12,33,97,134,185],"Hard":[13],"of":[14,23,60,112,129,175],"Hearing":[15],"(DHH)":[16],"individuals,":[17],"who":[18],"often":[19,66],"have":[20],"limited":[21],"use":[22],"voice,":[24],"rely":[25],"on":[26],"facial":[27,42,92,136],"expressions":[28,43,93,137],"to":[29,179],"supplement":[30],"sign":[31],"language":[32],"convey":[34],"emotions.":[35],"However,":[36],"American":[38],"Sign":[39],"Language":[40],"(ASL),":[41],"serve":[44],"not":[45],"only":[46],"emotional":[47,73,102,115,133,146,169,176],"purposes":[48],"but":[49],"also":[50],"function":[51],"as":[52],"linguistic":[53,135],"markers":[54],"that":[55,144],"can":[56,65,107],"alter":[57],"the":[58,84,173],"meaning":[59],"signs.":[61],"This":[62],"dual":[63],"confuse":[67],"non-signers":[68,86],"when":[69,88,132],"interpreting":[70,89],"signer's":[72,114],"state.":[74],"In":[75],"this":[76],"paper,":[77],"we":[78],"present":[79],"studies":[80],"that:":[81],"(1)":[82],"confirm":[83],"challenges":[85],"face":[87],"emotions":[90,131],"from":[91],"ASL":[95],"communication,":[96],"(2)":[98],"demonstrate":[99],"how":[100],"integrating":[101],"into":[104,148],"translation":[105,149],"systems":[106,150],"enhance":[108],"hearing":[109,122,186],"individuals'":[110],"understanding":[111],"intent.":[116],"An":[117],"online":[118],"survey":[119,159],"with":[120,160],"45":[121],"participants":[123,163],"(non-ASL":[124],"signers)":[125],"revealed":[126],"frequent":[127],"misinterpretations":[128],"signers'":[130],"were":[138],"used":[139],"simultaneously.":[140],"The":[141],"findings":[142],"show":[143],"incorporating":[145],"significantly":[151],"improves":[152],"emotion":[153],"recognition":[154],"by":[155],"32%.":[156],"Additionally,":[157],"follow-up":[158],"48":[161],"DHH":[162,184],"highlights":[164],"design":[165],"considerations":[166],"for":[167],"implementing":[168],"features,":[171],"emphasizing":[172],"importance":[174],"integration":[178],"bridge":[180],"gaps":[182],"between":[183],"communities.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-17T00:00:00"}
