{"id":"https://openalex.org/W4292945985","doi":"https://doi.org/10.1145/3536221.3558058","title":"The GENEA Challenge 2022: A large evaluation of data-driven co-speech gesture generation","display_name":"The GENEA Challenge 2022: A large evaluation of data-driven co-speech gesture generation","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4292945985","doi":"https://doi.org/10.1145/3536221.3558058"},"language":"en","primary_location":{"id":"doi:10.1145/3536221.3558058","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3536221.3558058","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3536221.3558058","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3536221.3558058","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045112037","display_name":"Youngwoo Yoon","orcid":"https://orcid.org/0000-0003-4286-3421"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Youngwoo Yoon","raw_affiliation_strings":["Intelligent Robotics Research Division, Electronics and Telecommunications Research Institute, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-4286-3421","affiliations":[{"raw_affiliation_string":"Intelligent Robotics Research Division, Electronics and Telecommunications Research Institute, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053778039","display_name":"Pieter Wolfert","orcid":"https://orcid.org/0000-0002-7420-7181"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Pieter Wolfert","raw_affiliation_strings":["IDLab, Ghent University \u2013 imec, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-7420-7181","affiliations":[{"raw_affiliation_string":"IDLab, Ghent University \u2013 imec, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034104476","display_name":"Taras Kucherenko","orcid":"https://orcid.org/0000-0001-9838-8848"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taras Kucherenko","raw_affiliation_strings":["SEED, Electronic Arts, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-9838-8848","affiliations":[{"raw_affiliation_string":"SEED, Electronic Arts, Sweden","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103228288","display_name":"Carla Viegas","orcid":"https://orcid.org/0000-0003-3385-4101"},"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":"Carla Viegas","raw_affiliation_strings":["Language Technologies Institute, Carnegie Mellon University, USA and NOVA LINCS, NOVA University Lisbon, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-3385-4101","affiliations":[{"raw_affiliation_string":"Language Technologies Institute, Carnegie Mellon University, USA and NOVA LINCS, NOVA University Lisbon, Portugal","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004367956","display_name":"Teodor Nikolov","orcid":"https://orcid.org/0000-0002-4573-1400"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Teodor Nikolov","raw_affiliation_strings":["Department of Computing Science, Ume\u00e5 University, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-4573-1400","affiliations":[{"raw_affiliation_string":"Department of Computing Science, Ume\u00e5 University, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079365367","display_name":"Mihail Tsakov","orcid":"https://orcid.org/0000-0002-1817-440X"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mihail Tsakov","raw_affiliation_strings":["Department of Computing Science, Ume\u00e5 University, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-1817-440X","affiliations":[{"raw_affiliation_string":"Department of Computing Science, Ume\u00e5 University, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091432739","display_name":"Gustav Eje Henter","orcid":"https://orcid.org/0000-0002-1643-1054"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Gustav Eje Henter","raw_affiliation_strings":["Division of Speech, Music and Hearing, KTH Royal Institute of Technology, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-1643-1054","affiliations":[{"raw_affiliation_string":"Division of Speech, Music and Hearing, KTH Royal Institute of Technology, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045112037"],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":8.3674,"has_fulltext":true,"cited_by_count":84,"citation_normalized_percentile":{"value":0.98490993,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"736","last_page":"747"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12290","display_name":"Human Motion and Animation","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/gesture","display_name":"Gesture","score":0.8563097715377808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7654318809509277},{"id":"https://openalex.org/keywords/avatar","display_name":"Avatar","score":0.6871383190155029},{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.644856333732605},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.6380892395973206},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.5558840036392212},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.48971036076545715},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4782794415950775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4441647231578827},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43718162178993225},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.43499821424484253},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4332544803619385},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.09017127752304077}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8563097715377808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7654318809509277},{"id":"https://openalex.org/C2777365542","wikidata":"https://www.wikidata.org/wiki/Q83090","display_name":"Avatar","level":2,"score":0.6871383190155029},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.644856333732605},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6380892395973206},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.5558840036392212},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.48971036076545715},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4782794415950775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4441647231578827},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43718162178993225},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.43499821424484253},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4332544803619385},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.09017127752304077},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3536221.3558058","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3536221.3558058","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3536221.3558058","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Multimodal Interaction","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2208.10441","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2208.10441","pdf_url":"https://arxiv.org/pdf/2208.10441","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:archive.ugent.be:01HEJ42A6WBWH5E1YG0B9S4PGQ","is_oa":true,"landing_page_url":"https://biblio.ugent.be/publication/01HEJ42A6WBWH5E1YG0B9S4PGQ","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9781450393904","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3536221.3558058","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3536221.3558058","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3536221.3558058","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1660725767","display_name":null,"funder_award_id":"2017-0-00162","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G439687760","display_name":null,"funder_award_id":"2017-0-00162","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4524948314","display_name":null,"funder_award_id":"IITP 2017-0-00162","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5074544951","display_name":null,"funder_award_id":"1S95020N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320322327","display_name":"Knut och Alice Wallenbergs Stiftelse","ror":"https://ror.org/004hzzk67"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292945985.pdf","grobid_xml":"https://content.openalex.org/works/W4292945985.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W70888257","https://openalex.org/W1208039178","https://openalex.org/W1257499219","https://openalex.org/W1534876773","https://openalex.org/W1798089913","https://openalex.org/W2007337857","https://openalex.org/W2039376592","https://openalex.org/W2078597717","https://openalex.org/W2121044470","https://openalex.org/W2122376170","https://openalex.org/W2163334800","https://openalex.org/W2212290492","https://openalex.org/W2235920218","https://openalex.org/W2296371640","https://openalex.org/W2343221244","https://openalex.org/W2407139314","https://openalex.org/W2464759814","https://openalex.org/W2511311723","https://openalex.org/W2612649659","https://openalex.org/W2727071501","https://openalex.org/W2752741953","https://openalex.org/W2790478796","https://openalex.org/W2903739847","https://openalex.org/W2922298118","https://openalex.org/W2963341956","https://openalex.org/W2964243274","https://openalex.org/W2967443589","https://openalex.org/W2972801138","https://openalex.org/W2986302981","https://openalex.org/W3002310794","https://openalex.org/W3009042479","https://openalex.org/W3009385801","https://openalex.org/W3036120140","https://openalex.org/W3036601975","https://openalex.org/W3083173864","https://openalex.org/W3097206152","https://openalex.org/W3099073275","https://openalex.org/W3105015787","https://openalex.org/W3118288752","https://openalex.org/W3124675124","https://openalex.org/W3125087480","https://openalex.org/W3125775899","https://openalex.org/W3133090439","https://openalex.org/W3141239769","https://openalex.org/W3153551559","https://openalex.org/W3163293525","https://openalex.org/W3172764674","https://openalex.org/W3177091091","https://openalex.org/W3188493377","https://openalex.org/W3192902592","https://openalex.org/W3194605252","https://openalex.org/W3197859103","https://openalex.org/W3205214582","https://openalex.org/W3205306934","https://openalex.org/W3206058313","https://openalex.org/W3206228555","https://openalex.org/W3207098744","https://openalex.org/W4226232805","https://openalex.org/W4234554074","https://openalex.org/W4248370127","https://openalex.org/W4288079519","https://openalex.org/W4292779060","https://openalex.org/W4293352083","https://openalex.org/W4308173557","https://openalex.org/W4308222520","https://openalex.org/W4308222530","https://openalex.org/W4308222673","https://openalex.org/W4308222684","https://openalex.org/W4308222716","https://openalex.org/W4308222721","https://openalex.org/W4308222758","https://openalex.org/W4312437946","https://openalex.org/W4387421662"],"related_works":["https://openalex.org/W3138471234","https://openalex.org/W4247958311","https://openalex.org/W1968552888","https://openalex.org/W2785089443","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W2772323916","https://openalex.org/W1511346092","https://openalex.org/W2265117524","https://openalex.org/W1527532029"],"abstract_inverted_index":{"This":[0,73],"paper":[1],"reports":[2],"on":[3,78],"the":[4,18,98,113,116,123,141],"second":[5],"GENEA":[6],"Challenge":[7],"to":[8,24,36,64],"benchmark":[9],"data-driven":[10],"automatic":[11],"co-speech":[12],"gesture":[13,117,132],"generation.":[14],"Participating":[15],"teams":[16,95],"used":[17],"same":[19],"speech":[20,125],"and":[21,43,104,119],"motion":[22,83,118],"dataset":[23,75],"build":[25],"gesture-generation":[26],"systems.":[27,72],"Motion":[28],"generated":[29],"by":[30],"all":[31],"these":[32],"systems":[33],"was":[34,76,136],"rendered":[35],"video":[37],"using":[38],"a":[39,137],"standardised":[40],"visualisation":[41],"pipeline":[42],"evaluated":[44,111],"in":[45,58,91,97,140],"several":[46],"large,":[47],"crowdsourced":[48],"user":[49],"studies.":[50],"Unlike":[51],"when":[52],"comparing":[53],"different":[54,88],"research":[55],"papers,":[56],"differences":[57,65],"results":[59],"are":[60],"here":[61],"only":[62],"due":[63],"between":[66,71],"methods,":[67],"enabling":[68],"direct":[69],"comparison":[70],"year\u2019s":[74],"based":[77],"18":[79],"hours":[80],"of":[81,87,115],"full-body":[82,103],"capture,":[84],"including":[85],"fingers,":[86],"persons":[89],"engaging":[90],"dyadic":[92],"conversation.":[93],"Ten":[94],"participated":[96],"challenge":[99,139],"across":[100],"two":[101],"tiers:":[102],"upper-body":[105],"gesticulation.":[106],"For":[107],"each":[108],"tier":[109],"we":[110],"both":[112],"human-likeness":[114,130],"its":[120],"appropriateness":[121],"for":[122],"specific":[124],"signal.":[126],"Our":[127],"evaluations":[128],"decouple":[129],"from":[131],"appropriateness,":[133],"which":[134],"previously":[135],"major":[138],"field.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":9}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
