{"id":"https://openalex.org/W2787369546","doi":"https://doi.org/10.1109/acii.2017.8273583","title":"The effect of personality trait, age, and gender on the performance of automatic speech valence recognition","display_name":"The effect of personality trait, age, and gender on the performance of automatic speech valence recognition","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2787369546","doi":"https://doi.org/10.1109/acii.2017.8273583","mag":"2787369546"},"language":"en","primary_location":{"id":"doi:10.1109/acii.2017.8273583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2017.8273583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/72001/72001.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066495062","display_name":"Hesam Sagha","orcid":"https://orcid.org/0000-0002-8644-9591"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hesam Sagha","raw_affiliation_strings":["Audeering GmbH, Gilching, Germnay","Chair of Complex and Intelligent Systems, University of Passau, Passau, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Audeering GmbH, Gilching, Germnay","institution_ids":[]},{"raw_affiliation_string":"Chair of Complex and Intelligent Systems, University of Passau, Passau, Germany","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100759486","display_name":"Jun Deng","orcid":"https://orcid.org/0000-0003-3196-8690"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Deng","raw_affiliation_strings":["Audeering GmbH, Gilching, Germnay"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Audeering GmbH, Gilching, Germnay","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043060302","display_name":"Bj\u00f6rn W. Schuller","orcid":"https://orcid.org/0000-0002-6478-8699"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bjorn Schuller","raw_affiliation_strings":["Audeering GmbH, Gilching, Germnay","Department of Computing, Imperial College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Audeering GmbH, Gilching, Germnay","institution_ids":[]},{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8514,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.92322028,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9991999864578247,"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":0.9991999864578247,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.982200026512146,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9429000020027161,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conscientiousness","display_name":"Conscientiousness","score":0.8523383140563965},{"id":"https://openalex.org/keywords/agreeableness","display_name":"Agreeableness","score":0.7694563865661621},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"Openness to experience","score":0.6990082859992981},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.679714560508728},{"id":"https://openalex.org/keywords/extraversion-and-introversion","display_name":"Extraversion and introversion","score":0.6632113456726074},{"id":"https://openalex.org/keywords/neuroticism","display_name":"Neuroticism","score":0.6508017778396606},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.6454429626464844},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.5241166353225708},{"id":"https://openalex.org/keywords/hierarchical-structure-of-the-big-five","display_name":"Hierarchical structure of the Big Five","score":0.5111661553382874},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4885305166244507},{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.4588738977909088},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4350842237472534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4048941433429718},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.19336357712745667}],"concepts":[{"id":"https://openalex.org/C172141706","wikidata":"https://www.wikidata.org/wiki/Q1307067","display_name":"Conscientiousness","level":5,"score":0.8523383140563965},{"id":"https://openalex.org/C170760736","wikidata":"https://www.wikidata.org/wiki/Q380358","display_name":"Agreeableness","level":5,"score":0.7694563865661621},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.6990082859992981},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.679714560508728},{"id":"https://openalex.org/C127816348","wikidata":"https://www.wikidata.org/wiki/Q127588","display_name":"Extraversion and introversion","level":4,"score":0.6632113456726074},{"id":"https://openalex.org/C94612546","wikidata":"https://www.wikidata.org/wiki/Q1540168","display_name":"Neuroticism","level":3,"score":0.6508017778396606},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.6454429626464844},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5241166353225708},{"id":"https://openalex.org/C134524106","wikidata":"https://www.wikidata.org/wiki/Q5753128","display_name":"Hierarchical structure of the Big Five","level":5,"score":0.5111661553382874},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4885305166244507},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.4588738977909088},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4350842237472534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4048941433429718},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19336357712745667},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acii.2017.8273583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2017.8273583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII)","raw_type":"proceedings-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:72001","is_oa":true,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/72001","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/72001/72001.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":{"id":"pmh:oai:uni-augsburg.opus-bayern.de:72001","is_oa":true,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/72001","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/72001/72001.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"},"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320314178","display_name":"European Federation of Pharmaceutical Industries and Associations","ror":"https://ror.org/00g1x4v36"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2787369546.pdf","grobid_xml":"https://content.openalex.org/works/W2787369546.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W96961569","https://openalex.org/W164606967","https://openalex.org/W179777611","https://openalex.org/W889954282","https://openalex.org/W1501506202","https://openalex.org/W1581984155","https://openalex.org/W1985140131","https://openalex.org/W1986397367","https://openalex.org/W2000436309","https://openalex.org/W2019186156","https://openalex.org/W2032382719","https://openalex.org/W2042170119","https://openalex.org/W2052170734","https://openalex.org/W2069864193","https://openalex.org/W2083589971","https://openalex.org/W2094060699","https://openalex.org/W2102998034","https://openalex.org/W2159190230","https://openalex.org/W2168692779","https://openalex.org/W2182205001","https://openalex.org/W2407346284","https://openalex.org/W2509148330","https://openalex.org/W4237208305","https://openalex.org/W4244481548","https://openalex.org/W4252545733","https://openalex.org/W4296153573","https://openalex.org/W6603935614","https://openalex.org/W6607232981","https://openalex.org/W6629853029","https://openalex.org/W7028336066"],"related_works":["https://openalex.org/W3145154382","https://openalex.org/W2736345362","https://openalex.org/W2326877552","https://openalex.org/W2030868578","https://openalex.org/W3021571875","https://openalex.org/W2133053562","https://openalex.org/W2617834870","https://openalex.org/W2040076601","https://openalex.org/W4313470111","https://openalex.org/W2943425054"],"abstract_inverted_index":{"Individual":[0],"differences":[1],"have":[2,126],"significant":[3],"effects":[4],"on":[5,61,103,168],"the":[6,13,37,50,53,73,78,86,104,116,136,140,151,155,163],"expression":[7],"of":[8,52,67,77,88,106,142,154,175],"emotions.":[9],"One":[10],"may":[11,24],"express":[12],"emotions":[14],"openly":[15],"such":[16],"that":[17,70,139],"they":[18],"are":[19,132,159],"easily":[20],"recognizable,":[21],"and":[22,64,91,101,123],"one":[23,66],"be":[25,34],"less":[26],"expressive.":[27],"Consequently,":[28],"an":[29,180],"emotion":[30,38,54,109,145,152,194],"recognizer":[31,146],"system":[32],"will":[33],"affected":[35],"by":[36,120],"expressions":[39],"from":[40],"different":[41],"individuals.":[42],"Knowing":[43],"which":[44],"human":[45,75],"factors":[46,63],"improve":[47],"or":[48],"deteriorate":[49],"performance":[51,105,141],"recognizer,":[55],"we":[56,84,171],"can":[57],"train":[58],"systems":[59,69],"based":[60,167],"those":[62,68],"select":[65,179],"corresponds":[71],"to":[72,96,178],"detected":[74],"factor":[76,118],"target":[79],"person.":[80],"In":[81],"this":[82],"paper,":[83],"investigate":[85],"effect":[87],"age,":[89],"gender,":[90],"Big-Five":[92],"personality":[93],"traits":[94],"(Openness":[95],"Experience,":[97],"Conscientiousness,":[98],"Extroversion,":[99],"Agreeableness,":[100],"Neuroticism)":[102],"a":[107,127,143,173],"speech":[108,144,158,186],"recognizer.":[110],"We":[111],"found":[112],"that,":[113],"age":[114],"is":[115,147],"paramount":[117],"followed":[119],"gender.":[121],"Conscientiousness":[122],"Neuroticism":[124],"also":[125],"substantial":[128],"effect.":[129],"These":[130],"findings":[131],"in":[133],"congruent":[134],"with":[135,150],"literature,":[137],"meaning":[138],"closely":[148],"correlated":[149],"expressivity":[153],"individuals":[156],"whose":[157],"used":[160],"for":[161,184],"training":[162],"recognition":[164,195],"models.":[165],"Additionally,":[166],"these":[169],"findings,":[170],"create":[172],"set":[174],"simple":[176],"rules":[177],"appropriate":[181],"trained":[182],"model":[183,189],"new":[185],"samples.":[187],"This":[188],"selection":[190],"approach":[191],"yields":[192],"higher":[193],"accuracy.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
