{"id":"https://openalex.org/W2266755212","doi":"https://doi.org/10.1145/2818346.2820762","title":"Multimodal Public Speaking Performance Assessment","display_name":"Multimodal Public Speaking Performance Assessment","publication_year":2015,"publication_date":"2015-11-06","ids":{"openalex":"https://openalex.org/W2266755212","doi":"https://doi.org/10.1145/2818346.2820762","mag":"2266755212"},"language":"en","primary_location":{"id":"doi:10.1145/2818346.2820762","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2818346.2820762","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2818346.2820762","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM on International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2818346.2820762","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017680583","display_name":"Torsten W\u00f6rtwein","orcid":"https://orcid.org/0009-0003-5659-029X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Torsten W\u00f6rtwein","raw_affiliation_strings":["Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058798824","display_name":"Mathieu Chollet","orcid":"https://orcid.org/0000-0001-9858-6844"},"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"]},{"id":"https://openalex.org/I4210087747","display_name":"Creative Technologies (United States)","ror":"https://ror.org/001qkb777","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087747"]},{"id":"https://openalex.org/I4388482679","display_name":"USC Institute for Creative Technologies","ror":"https://ror.org/03hjhvn29","country_code":null,"type":"facility","lineage":["https://openalex.org/I1174212","https://openalex.org/I4388482679"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mathieu Chollet","raw_affiliation_strings":["University of Southern California, Paris, France","Institute for Creative Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Paris, France","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Institute for Creative Technologies","institution_ids":["https://openalex.org/I4210087747","https://openalex.org/I4388482679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039494431","display_name":"Boris Schauerte","orcid":"https://orcid.org/0000-0003-2225-1794"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Boris Schauerte","raw_affiliation_strings":["Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081398601","display_name":"Louis\u2010Philippe Morency","orcid":"https://orcid.org/0000-0001-6376-7696"},"institutions":[{"id":"https://openalex.org/I4210087747","display_name":"Creative Technologies (United States)","ror":"https://ror.org/001qkb777","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087747"]},{"id":"https://openalex.org/I4388482679","display_name":"USC Institute for Creative Technologies","ror":"https://ror.org/03hjhvn29","country_code":null,"type":"facility","lineage":["https://openalex.org/I1174212","https://openalex.org/I4388482679"]},{"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":"Louis-Philippe Morency","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA","Institute for Creative Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Institute for Creative Technologies","institution_ids":["https://openalex.org/I4210087747","https://openalex.org/I4388482679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087051920","display_name":"Rainer Stiefelhagen","orcid":"https://orcid.org/0000-0001-8046-4945"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Stiefelhagen","raw_affiliation_strings":["Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080030626","display_name":"Stefan Scherer","orcid":"https://orcid.org/0000-0002-0280-5393"},"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"]},{"id":"https://openalex.org/I4210087747","display_name":"Creative Technologies (United States)","ror":"https://ror.org/001qkb777","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087747"]},{"id":"https://openalex.org/I4388482679","display_name":"USC Institute for Creative Technologies","ror":"https://ror.org/03hjhvn29","country_code":null,"type":"facility","lineage":["https://openalex.org/I1174212","https://openalex.org/I4388482679"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefan Scherer","raw_affiliation_strings":["University of Southern California, Playa Vista, CA, USA","Institute for Creative Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Playa Vista, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Institute for Creative Technologies","institution_ids":["https://openalex.org/I4210087747","https://openalex.org/I4388482679"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.4583,"has_fulltext":true,"cited_by_count":77,"citation_normalized_percentile":{"value":0.97581182,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9944999814033508,"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":0.9944999814033508,"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/T12593","display_name":"Communication in Education and Healthcare","score":0.9896000027656555,"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.8405613899230957},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7249298095703125},{"id":"https://openalex.org/keywords/nonverbal-communication","display_name":"Nonverbal communication","score":0.5779358148574829},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5351027250289917},{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.5341996550559998},{"id":"https://openalex.org/keywords/public-speaking","display_name":"Public speaking","score":0.5185911655426025},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.462654173374176},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.453545480966568},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4479238986968994},{"id":"https://openalex.org/keywords/everyday-life","display_name":"Everyday life","score":0.4469185173511505},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4222942888736725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38502076268196106},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18209418654441833},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14659929275512695}],"concepts":[{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.8405613899230957},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7249298095703125},{"id":"https://openalex.org/C145633318","wikidata":"https://www.wikidata.org/wiki/Q207125","display_name":"Nonverbal communication","level":2,"score":0.5779358148574829},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5351027250289917},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.5341996550559998},{"id":"https://openalex.org/C522180918","wikidata":"https://www.wikidata.org/wiki/Q18342738","display_name":"Public speaking","level":2,"score":0.5185911655426025},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.462654173374176},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.453545480966568},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4479238986968994},{"id":"https://openalex.org/C2779018934","wikidata":"https://www.wikidata.org/wiki/Q1129653","display_name":"Everyday life","level":2,"score":0.4469185173511505},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4222942888736725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38502076268196106},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18209418654441833},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14659929275512695},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2818346.2820762","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2818346.2820762","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2818346.2820762","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM on International Conference on Multimodal Interaction","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02439328v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02439328","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Multimodal Interaction, Nov 2015, Seattle, United States. pp.43-50, &#x27E8;10.1145/2818346.2820762&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:eprints.gla.ac.uk:269811","is_oa":false,"landing_page_url":"https://eprints.gla.ac.uk/269811/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":{"id":"doi:10.1145/2818346.2820762","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2818346.2820762","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2818346.2820762","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM on International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G415920626","display_name":"CHS: Small: Investigating an Interactive Computational Framework for Nonverbal Interpersonal Skills Training","funder_award_id":"1421330","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5157310460","display_name":null,"funder_award_id":"IIS-1421330","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5259331294","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G5618972156","display_name":null,"funder_award_id":"W911NF-14-D-0005","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2266755212.pdf","grobid_xml":"https://content.openalex.org/works/W2266755212.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W14996564","https://openalex.org/W1489662812","https://openalex.org/W1508871919","https://openalex.org/W1510271704","https://openalex.org/W1620054078","https://openalex.org/W1913573782","https://openalex.org/W2017857509","https://openalex.org/W2020649925","https://openalex.org/W2024590593","https://openalex.org/W2031254784","https://openalex.org/W2059527510","https://openalex.org/W2074130112","https://openalex.org/W2078058969","https://openalex.org/W2086541045","https://openalex.org/W2095176743","https://openalex.org/W2098597588","https://openalex.org/W2107002552","https://openalex.org/W2107453881","https://openalex.org/W2109020278","https://openalex.org/W2109636054","https://openalex.org/W2145421863","https://openalex.org/W2149602309","https://openalex.org/W2150934365","https://openalex.org/W2166345396","https://openalex.org/W2225595729","https://openalex.org/W2251194530","https://openalex.org/W2276732406","https://openalex.org/W2295471129","https://openalex.org/W2397375888","https://openalex.org/W2517480918","https://openalex.org/W2913756371","https://openalex.org/W3098080548","https://openalex.org/W4232547525","https://openalex.org/W6603126706","https://openalex.org/W6738609790"],"related_works":["https://openalex.org/W4205899436","https://openalex.org/W2462138927","https://openalex.org/W3111427900","https://openalex.org/W4302009627","https://openalex.org/W2373442452","https://openalex.org/W3160379098","https://openalex.org/W4388989680","https://openalex.org/W4200140903","https://openalex.org/W3131575276","https://openalex.org/W4388603748"],"abstract_inverted_index":{"The":[0],"ability":[1],"to":[2,21,41,74,89,108,114,119],"speak":[3],"proficiently":[4],"in":[5,13,29,43],"public":[6,35,62,99],"is":[7,93,126],"essential":[8,94],"for":[9,34,95,137],"many":[10],"professions":[11],"and":[12,23,45,58,149],"everyday":[14],"life.":[15],"Public":[16],"speaking":[17,36,63,100],"skills":[18],"are":[19,72],"difficult":[20],"master":[22],"require":[24],"extensive":[25],"training.":[26],"Recent":[27],"developments":[28],"technology":[30],"enable":[31,85],"new":[32],"approaches":[33,145],"training":[37,96],"that":[38,71,92,151],"allow":[39],"users":[40],"practice":[42],"engaging":[44],"interactive":[46],"environments.":[47],"Here,":[48],"we":[49],"focus":[50],"on":[51],"the":[52,120,130,138,152],"automatic":[53,83,123],"assessment":[54],"of":[55,61,78],"nonverbal":[56,69],"behavior":[57],"multimodal":[59,104,144,153],"modeling":[60],"behavior.":[64],"We":[65,102,142],"automatically":[66,109],"identify":[67],"audiovisual":[68],"behaviors":[70],"correlated":[73,128],"expert":[75,111],"judges'":[76,112],"opinions":[77,132],"key":[79],"performance":[80,117,124,140],"aspects.":[81],"These":[82],"assessments":[84,118],"a":[86,98],"virtual":[87],"audience":[88],"provide":[90,115],"feedback":[91],"during":[97],"performance.":[101],"utilize":[103],"ensemble":[105],"tree":[106],"learners":[107],"approximate":[110],"evaluations":[113],"post-hoc":[116],"speakers.":[121],"Our":[122],"evaluation":[125],"highly":[127],"with":[129,133,146],"experts'":[131],"r":[134],"=":[135],"0.745":[136],"overall":[139],"assessments.":[141],"compare":[143],"single":[147,157],"modalities":[148],"find":[150],"ensembles":[154],"consistently":[155],"outperform":[156],"modalities.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
