{"id":"https://openalex.org/W4380520392","doi":"https://doi.org/10.1109/jproc.2023.3276209","title":"An Engineering View on Emotions and Speech: From Analysis and Predictive Models to Responsible Human-Centered Applications","display_name":"An Engineering View on Emotions and Speech: From Analysis and Predictive Models to Responsible Human-Centered Applications","publication_year":2023,"publication_date":"2023-06-13","ids":{"openalex":"https://openalex.org/W4380520392","doi":"https://doi.org/10.1109/jproc.2023.3276209"},"language":"en","primary_location":{"id":"doi:10.1109/jproc.2023.3276209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2023.3276209","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086107623","display_name":"Chi-Chun Lee","orcid":"https://orcid.org/0000-0003-0186-4321"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chi-Chun Lee","raw_affiliation_strings":["Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-0186-4321","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029799530","display_name":"Theodora Chaspari","orcid":"https://orcid.org/0000-0002-7603-8633"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodora Chaspari","raw_affiliation_strings":["Department of Computer Science and Engineering, Texas A&#x0026;M University, College Station, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-7603-8633","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Texas A&#x0026;M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003136334","display_name":"Emily Mower Provost","orcid":"https://orcid.org/0000-0003-1870-6063"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emily Mower Provost","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":"https://orcid.org/0000-0003-1870-6063","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010028928","display_name":"Shrikanth Narayanan","orcid":"https://orcid.org/0000-0002-1052-6204"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shrikanth S. Narayanan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1052-6204","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6287,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93426308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"111","issue":"10","first_page":"1142","last_page":"1158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9175999760627747,"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":0.9175999760627747,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5182430744171143},{"id":"https://openalex.org/keywords/subjectivity","display_name":"Subjectivity","score":0.46586158871650696},{"id":"https://openalex.org/keywords/emerging-technologies","display_name":"Emerging technologies","score":0.4606817364692688},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.433334082365036},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41375264525413513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21490052342414856},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.08640316128730774}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5182430744171143},{"id":"https://openalex.org/C202889954","wikidata":"https://www.wikidata.org/wiki/Q1139554","display_name":"Subjectivity","level":2,"score":0.46586158871650696},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.4606817364692688},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.433334082365036},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41375264525413513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21490052342414856},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.08640316128730774},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jproc.2023.3276209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2023.3276209","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1118300477","display_name":"SCH: Detecting and mapping stress patterns across space and time: Multimodal modeling of individuals in real-world physical and social work environments","funder_award_id":"2204942","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5689900214","display_name":"RI: Small: Speech-Centered Robust and Generalizable Measurements of \"In the Wild\" Behavior for Mental Health Symptom Severity Tracking","funder_award_id":"2006618","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7950660030","display_name":"CAREER: Enabling Trustworthy Speech Technologies for Mental Health Care: From Speech Anonymization to Fair Human-centered Machine Intelligence","funder_award_id":"2046118","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":249,"referenced_works":["https://openalex.org/W43857071","https://openalex.org/W105569935","https://openalex.org/W143173166","https://openalex.org/W152725222","https://openalex.org/W163283267","https://openalex.org/W207824403","https://openalex.org/W309418507","https://openalex.org/W1520826577","https://openalex.org/W1668904664","https://openalex.org/W1785074626","https://openalex.org/W1859525111","https://openalex.org/W1916289657","https://openalex.org/W1946903833","https://openalex.org/W1947113350","https://openalex.org/W1972825086","https://openalex.org/W1976725440","https://openalex.org/W1980650959","https://openalex.org/W2002725054","https://openalex.org/W2003502731","https://openalex.org/W2007803928","https://openalex.org/W2008114799","https://openalex.org/W2008292680","https://openalex.org/W2015645277","https://openalex.org/W2016958585","https://openalex.org/W2018096495","https://openalex.org/W2019540503","https://openalex.org/W2023087229","https://openalex.org/W2025661842","https://openalex.org/W2028662467","https://openalex.org/W2030931454","https://openalex.org/W2041573286","https://openalex.org/W2045528981","https://openalex.org/W2048187196","https://openalex.org/W2051244766","https://openalex.org/W2052666245","https://openalex.org/W2054941444","https://openalex.org/W2055973627","https://openalex.org/W2056403322","https://openalex.org/W2058172731","https://openalex.org/W2058331473","https://openalex.org/W2058424313","https://openalex.org/W2069924379","https://openalex.org/W2074657431","https://openalex.org/W2082927806","https://openalex.org/W2084109136","https://openalex.org/W2084627109","https://openalex.org/W2085662862","https://openalex.org/W2087618018","https://openalex.org/W2094614237","https://openalex.org/W2095176743","https://openalex.org/W2095540482","https://openalex.org/W2095797119","https://openalex.org/W2103011877","https://openalex.org/W2105938655","https://openalex.org/W2110171129","https://openalex.org/W2113396990","https://openalex.org/W2114613490","https://openalex.org/W2115299070","https://openalex.org/W2118554933","https://openalex.org/W2122348661","https://openalex.org/W2129794709","https://openalex.org/W2132555391","https://openalex.org/W2135958758","https://openalex.org/W2144005487","https://openalex.org/W2144723972","https://openalex.org/W2145598468","https://openalex.org/W2146334809","https://openalex.org/W2150791533","https://openalex.org/W2151942619","https://openalex.org/W2152137767","https://openalex.org/W2153099983","https://openalex.org/W2159190230","https://openalex.org/W2167320065","https://openalex.org/W2167920873","https://openalex.org/W2168692779","https://openalex.org/W2169166781","https://openalex.org/W2188426035","https://openalex.org/W2239141610","https://openalex.org/W2252180568","https://openalex.org/W2294593309","https://openalex.org/W2342475039","https://openalex.org/W2345356450","https://openalex.org/W2399733683","https://openalex.org/W2406223855","https://openalex.org/W2407637315","https://openalex.org/W2408449330","https://openalex.org/W2465370511","https://openalex.org/W2506591631","https://openalex.org/W2515456817","https://openalex.org/W2517126031","https://openalex.org/W2529011823","https://openalex.org/W2530421149","https://openalex.org/W2558578069","https://openalex.org/W2593116425","https://openalex.org/W2598545578","https://openalex.org/W2604237755","https://openalex.org/W2618093087","https://openalex.org/W2623638694","https://openalex.org/W2625297138","https://openalex.org/W2732459531","https://openalex.org/W2742542661","https://openalex.org/W2745480282","https://openalex.org/W2751214333","https://openalex.org/W2752663532","https://openalex.org/W2767087747","https://openalex.org/W2767111132","https://openalex.org/W2784169908","https://openalex.org/W2785952417","https://openalex.org/W2787369546","https://openalex.org/W2791833465","https://openalex.org/W2800126857","https://openalex.org/W2806503584","https://openalex.org/W2883409523","https://openalex.org/W2888011496","https://openalex.org/W2889090126","https://openalex.org/W2891461215","https://openalex.org/W2891503716","https://openalex.org/W2894458059","https://openalex.org/W2897315441","https://openalex.org/W2900865875","https://openalex.org/W2904208070","https://openalex.org/W2910165986","https://openalex.org/W2914619158","https://openalex.org/W2915760784","https://openalex.org/W2918378401","https://openalex.org/W2924116307","https://openalex.org/W2942837495","https://openalex.org/W2945026638","https://openalex.org/W2953856349","https://openalex.org/W2954573175","https://openalex.org/W2962772482","https://openalex.org/W2962792937","https://openalex.org/W2963087613","https://openalex.org/W2963130397","https://openalex.org/W2963162726","https://openalex.org/W2963214037","https://openalex.org/W2963447013","https://openalex.org/W2963686995","https://openalex.org/W2963929227","https://openalex.org/W2970737019","https://openalex.org/W2972372393","https://openalex.org/W2972495317","https://openalex.org/W2972602199","https://openalex.org/W2972848589","https://openalex.org/W2972935927","https://openalex.org/W2973037561","https://openalex.org/W2973049979","https://openalex.org/W2973058060","https://openalex.org/W2973220283","https://openalex.org/W2981040244","https://openalex.org/W2981114363","https://openalex.org/W2981677410","https://openalex.org/W2990947531","https://openalex.org/W2993662639","https://openalex.org/W2997604315","https://openalex.org/W3000211686","https://openalex.org/W3012624518","https://openalex.org/W3015141382","https://openalex.org/W3015240477","https://openalex.org/W3016243233","https://openalex.org/W3021879315","https://openalex.org/W3022013598","https://openalex.org/W3024768724","https://openalex.org/W3031096864","https://openalex.org/W3033211044","https://openalex.org/W3034849760","https://openalex.org/W3040416918","https://openalex.org/W3095093565","https://openalex.org/W3095232705","https://openalex.org/W3097001800","https://openalex.org/W3097543391","https://openalex.org/W3098278111","https://openalex.org/W3098571047","https://openalex.org/W3100879169","https://openalex.org/W3101275766","https://openalex.org/W3101908127","https://openalex.org/W3110017452","https://openalex.org/W3112817891","https://openalex.org/W3113497772","https://openalex.org/W3115712866","https://openalex.org/W3137890092","https://openalex.org/W3139270985","https://openalex.org/W3147107444","https://openalex.org/W3153060837","https://openalex.org/W3158346300","https://openalex.org/W3162742210","https://openalex.org/W3163582547","https://openalex.org/W3166661385","https://openalex.org/W3176526482","https://openalex.org/W3180600971","https://openalex.org/W3191130514","https://openalex.org/W3196508562","https://openalex.org/W3197008493","https://openalex.org/W3197347140","https://openalex.org/W3197438177","https://openalex.org/W3197642003","https://openalex.org/W3198528147","https://openalex.org/W3201304742","https://openalex.org/W3206334787","https://openalex.org/W3207941483","https://openalex.org/W3208439161","https://openalex.org/W3208480086","https://openalex.org/W3209059054","https://openalex.org/W3210690878","https://openalex.org/W3212119822","https://openalex.org/W3212322229","https://openalex.org/W3214858720","https://openalex.org/W4200463057","https://openalex.org/W4210970267","https://openalex.org/W4220796574","https://openalex.org/W4221161839","https://openalex.org/W4221162793","https://openalex.org/W4221162874","https://openalex.org/W4224918091","https://openalex.org/W4224933334","https://openalex.org/W4224933371","https://openalex.org/W4225014345","https://openalex.org/W4225989372","https://openalex.org/W4228996454","https://openalex.org/W4232282348","https://openalex.org/W4235675284","https://openalex.org/W4245744384","https://openalex.org/W4253718710","https://openalex.org/W4280578916","https://openalex.org/W4281397735","https://openalex.org/W4285495920","https://openalex.org/W4285778368","https://openalex.org/W4295682739","https://openalex.org/W4308216432","https://openalex.org/W4311026115","https://openalex.org/W4312081513","https://openalex.org/W4318624500","https://openalex.org/W4362650896","https://openalex.org/W4367020642","https://openalex.org/W6606108360","https://openalex.org/W6691669583","https://openalex.org/W6735859517","https://openalex.org/W6759000868","https://openalex.org/W6779122251","https://openalex.org/W6785110219","https://openalex.org/W6785231143","https://openalex.org/W6785501918","https://openalex.org/W6793191273","https://openalex.org/W6795812529","https://openalex.org/W6838729076","https://openalex.org/W6839451629","https://openalex.org/W6840117826","https://openalex.org/W6847183675","https://openalex.org/W6848208368"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2392615731","https://openalex.org/W2380604072","https://openalex.org/W2376320687","https://openalex.org/W4256356876","https://openalex.org/W4383890670","https://openalex.org/W2394235543","https://openalex.org/W2500325874","https://openalex.org/W2373226572","https://openalex.org/W2343691239"],"abstract_inverted_index":{"The":[0],"substantial":[1],"growth":[2],"of":[3,9,35,66,71,90,107,127,134],"Internet-of-Things":[4],"technology":[5],"and":[6,16,28,43,64,79,83,98,105,119,140,154],"the":[7,14,32,61,69,80,88,102,111,125],"ubiquity":[8],"smartphone":[10],"devices":[11],"has":[12],"increased":[13],"public":[15,112],"industry":[17],"focus":[18],"on":[19],"speech":[20,129],"emotion":[21,51,91],"recognition":[22,52],"(SER)":[23],"technologies.":[24],"Yet,":[25],"conceptual,":[26],"technical,":[27],"societal":[29,97],"challenges":[30,46,100],"restrict":[31],"wide":[33,103],"adoption":[34,106],"these":[36,108,146],"technologies":[37,147],"in":[38,92],"various":[39],"domains,":[40],"including,":[41],"healthcare,":[42],"education.":[44],"These":[45],"are":[47,54],"amplified":[48],"when":[49],"automated":[50],"systems":[53],"called":[55],"to":[56,60,138,144,149,156],"function":[57],"\u201cin-the-wild\u201d":[58],"due":[59],"inherent":[62],"complexity":[63],"subjectivity":[65],"human":[67],"emotion,":[68],"difficulty":[70],"obtaining":[72],"reliable":[73],"labels":[74],"at":[75],"high":[76],"temporal":[77],"resolution,":[78],"diverse":[81],"contextual":[82],"environmental":[84],"factors":[85],"that":[86],"confound":[87],"expression":[89],"real":[93],"life.":[94],"In":[95],"addition,":[96],"ethical":[99],"hamper":[101],"acceptance":[104],"technologies,":[109],"with":[110],"raising":[113],"questions":[114],"about":[115],"user":[116],"privacy,":[117],"fairness,":[118],"explainability.":[120],"This":[121],"article":[122],"briefly":[123],"reviews":[124],"history":[126],"affective":[128],"processing,":[130],"provides":[131],"an":[132],"overview":[133],"current":[135],"state-of-the-art":[136],"approaches":[137,143],"SER,":[139],"discusses":[141],"algorithmic":[142],"render":[145],"accessible":[148],"all,":[150],"maximizing":[151],"their":[152],"benefits":[153],"leading":[155],"responsible":[157],"human-centered":[158],"computing":[159],"applications.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
