{"id":"https://openalex.org/W3088172153","doi":"https://doi.org/10.1109/taffc.2020.3024972","title":"Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning","display_name":"Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning","publication_year":2020,"publication_date":"2020-09-18","ids":{"openalex":"https://openalex.org/W3088172153","doi":"https://doi.org/10.1109/taffc.2020.3024972","mag":"3088172153"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2020.3024972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2020.3024972","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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":"IEEE Transactions on Affective Computing","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/A5049213820","display_name":"Md Nasir","orcid":"https://orcid.org/0000-0002-3955-0996"},"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":"Md Nasir","raw_affiliation_strings":["Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3955-0996","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027176766","display_name":"Brian Baucom","orcid":"https://orcid.org/0000-0002-0263-3763"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Baucom","raw_affiliation_strings":["Department of Psychology, University of Utah, Salt Lake City, UT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015187503","display_name":"Craig J. Bryan","orcid":"https://orcid.org/0000-0002-9714-0733"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Craig Bryan","raw_affiliation_strings":["Department of Psychology, University of Utah, Salt Lake City, UT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","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 Narayanan","raw_affiliation_strings":["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":"Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021678540","display_name":"Panayiotis Georgiou","orcid":"https://orcid.org/0000-0002-0790-7161"},"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":"Panayiotis Georgiou","raw_affiliation_strings":["Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0790-7161","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1734,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.8376183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"13","issue":"3","first_page":"1651","last_page":"1663"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9952999949455261,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9952999949455261,"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/T12488","display_name":"Mental Health via Writing","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9911999702453613,"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/entrainment","display_name":"Entrainment (biomusicology)","score":0.8151270151138306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6435196399688721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5105801224708557},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5018539428710938},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.4909816086292267},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43970152735710144},{"id":"https://openalex.org/keywords/interpersonal-communication","display_name":"Interpersonal communication","score":0.4177587628364563},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32892802357673645},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24608808755874634},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.19344255328178406},{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.11216071248054504}],"concepts":[{"id":"https://openalex.org/C139992725","wikidata":"https://www.wikidata.org/wiki/Q5380656","display_name":"Entrainment (biomusicology)","level":3,"score":0.8151270151138306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6435196399688721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5105801224708557},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5018539428710938},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.4909816086292267},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43970152735710144},{"id":"https://openalex.org/C164850336","wikidata":"https://www.wikidata.org/wiki/Q3685487","display_name":"Interpersonal communication","level":2,"score":0.4177587628364563},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32892802357673645},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24608808755874634},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.19344255328178406},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.11216071248054504},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taffc.2020.3024972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2020.3024972","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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":"IEEE Transactions on Affective Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W23172800","https://openalex.org/W580488466","https://openalex.org/W1522301498","https://openalex.org/W1527013143","https://openalex.org/W1536680647","https://openalex.org/W1543365580","https://openalex.org/W1964452507","https://openalex.org/W1966359789","https://openalex.org/W1971505647","https://openalex.org/W1985521151","https://openalex.org/W2014399678","https://openalex.org/W2018485021","https://openalex.org/W2025475672","https://openalex.org/W2026760083","https://openalex.org/W2052186042","https://openalex.org/W2055362754","https://openalex.org/W2060300932","https://openalex.org/W2069470928","https://openalex.org/W2085662862","https://openalex.org/W2086115762","https://openalex.org/W2096733369","https://openalex.org/W2101348300","https://openalex.org/W2112865076","https://openalex.org/W2122934497","https://openalex.org/W2145588856","https://openalex.org/W2147069880","https://openalex.org/W2150769028","https://openalex.org/W2164240571","https://openalex.org/W2168676811","https://openalex.org/W2172199658","https://openalex.org/W2405501373","https://openalex.org/W2488898002","https://openalex.org/W2504251922","https://openalex.org/W2516356631","https://openalex.org/W2516543637","https://openalex.org/W2585174249","https://openalex.org/W2745547946","https://openalex.org/W2746710273","https://openalex.org/W2758635260","https://openalex.org/W2788991015","https://openalex.org/W2798859785","https://openalex.org/W2808202095","https://openalex.org/W2886006657","https://openalex.org/W2890964092","https://openalex.org/W2963187007","https://openalex.org/W2963775347","https://openalex.org/W3100517161","https://openalex.org/W4206413123","https://openalex.org/W4211153864","https://openalex.org/W4235813114","https://openalex.org/W4251603968","https://openalex.org/W4254323840","https://openalex.org/W4255542684","https://openalex.org/W4294255555","https://openalex.org/W4299463743","https://openalex.org/W6603931906","https://openalex.org/W6631190155","https://openalex.org/W6675137922","https://openalex.org/W6677674320","https://openalex.org/W6686050904"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W1511346092","https://openalex.org/W1527532029","https://openalex.org/W2378167147","https://openalex.org/W3210777354","https://openalex.org/W2281307425","https://openalex.org/W2772323916"],"abstract_inverted_index":{"In":[0,44],"interpersonal":[1],"spoken":[2],"interactions,":[3],"individuals":[4],"tend":[5],"to":[6,8,14,37,54,114,129],"adapt":[7],"their":[9,125],"conversation":[10],"partner's":[11],"vocal":[12,65],"characteristics":[13],"become":[15],"similar,":[16],"a":[17,56,75,89],"phenomenon":[18],"known":[19],"as":[20],"entrainment.":[21,43,66,104],"A":[22],"majority":[23],"of":[24,42,91,103],"the":[25,39,83,95,108],"previous":[26],"computational":[27],"approaches":[28],"are":[29],"often":[30],"knowledge":[31],"driven":[32],"and":[33,35,74,98,140],"linear":[34],"fail":[36],"capture":[38],"inherent":[40],"nonlinearity":[41],"this":[45],"article,":[46],"we":[47,122],"present":[48],"an":[49,70],"unsupervised":[50],"deep":[51],"learning":[52],"framework":[53],"derive":[55],"representation":[57,96],"from":[58,118],"speech":[59],"features":[60],"containing":[61],"information":[62],"relevant":[63],"for":[64,101],"We":[67,86,105],"investigate":[68],"both":[69],"encoding":[71],"based":[72,80],"approach":[73,81],"more":[76],"robust":[77],"triplet":[78],"network":[79],"within":[82],"proposed":[84,109],"framework.":[85],"also":[87,123],"propose":[88],"number":[90],"distance":[92],"measures":[93],"in":[94,127,134],"space":[97],"use":[99],"them":[100,113],"quantification":[102],"first":[106],"validate":[107],"distances":[110],"by":[111],"using":[112],"distinguish":[115],"real":[116],"conversations":[117],"fake":[119],"ones.":[120],"Then":[121],"demonstrate":[124],"applications":[126],"relation":[128],"modeling":[130],"several":[131],"entrainment-relevant":[132],"behaviors":[133],"observational":[135],"psychotherapy,":[136],"namely":[137],"agreement,":[138],"blame":[139],"emotional":[141],"bond.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}