{"id":"https://openalex.org/W4308222673","doi":"https://doi.org/10.1145/3536221.3558068","title":"Exemplar-based Stylized Gesture Generation from Speech: An Entry to the GENEA Challenge 2022","display_name":"Exemplar-based Stylized Gesture Generation from Speech: An Entry to the GENEA Challenge 2022","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4308222673","doi":"https://doi.org/10.1145/3536221.3558068"},"language":"en","primary_location":{"id":"doi:10.1145/3536221.3558068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3536221.3558068","pdf_url":null,"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":"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/A5013776908","display_name":"Saeed Ghorbani","orcid":"https://orcid.org/0000-0002-3227-9013"},"institutions":[{"id":"https://openalex.org/I4210104072","display_name":"Ubisoft (Canada)","ror":"https://ror.org/01hmp5p66","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210104072"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Saeed Ghorbani","raw_affiliation_strings":["Ubisoft, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3227-9013","affiliations":[{"raw_affiliation_string":"Ubisoft, Canada","institution_ids":["https://openalex.org/I4210104072"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035410702","display_name":"Ylva Ferstl","orcid":"https://orcid.org/0000-0001-7259-0378"},"institutions":[{"id":"https://openalex.org/I4210104072","display_name":"Ubisoft (Canada)","ror":"https://ror.org/01hmp5p66","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210104072"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ylva Ferstl","raw_affiliation_strings":["Ubisoft, Canada"],"raw_orcid":"https://orcid.org/0000-0001-7259-0378","affiliations":[{"raw_affiliation_string":"Ubisoft, Canada","institution_ids":["https://openalex.org/I4210104072"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030861649","display_name":"Marc\u2010Andr\u00e9 Carbonneau","orcid":"https://orcid.org/0000-0002-0677-415X"},"institutions":[{"id":"https://openalex.org/I4210104072","display_name":"Ubisoft (Canada)","ror":"https://ror.org/01hmp5p66","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210104072"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marc-Andr\u00e9 Carbonneau","raw_affiliation_strings":["Ubisoft, Canada"],"raw_orcid":"https://orcid.org/0000-0002-0677-415X","affiliations":[{"raw_affiliation_string":"Ubisoft, Canada","institution_ids":["https://openalex.org/I4210104072"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013776908"],"corresponding_institution_ids":["https://openalex.org/I4210104072"],"apc_list":null,"apc_paid":null,"fwci":1.9441,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.85774018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"778","last_page":"783"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9998000264167786,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9997000098228455,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.8005967140197754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7672630548477173},{"id":"https://openalex.org/keywords/stylized-fact","display_name":"Stylized fact","score":0.639003336429596},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.6373323798179626},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.61231529712677},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4754768908023834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46843013167381287},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4124354124069214},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3703339099884033},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.22699525952339172}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8005967140197754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7672630548477173},{"id":"https://openalex.org/C38935604","wikidata":"https://www.wikidata.org/wiki/Q4330363","display_name":"Stylized fact","level":2,"score":0.639003336429596},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.6373323798179626},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.61231529712677},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4754768908023834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46843013167381287},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4124354124069214},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3703339099884033},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.22699525952339172},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3536221.3558068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3536221.3558068","pdf_url":null,"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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1969681536","https://openalex.org/W2022214202","https://openalex.org/W2065338371","https://openalex.org/W2760103357","https://openalex.org/W2794490148","https://openalex.org/W2901285216","https://openalex.org/W2902318149","https://openalex.org/W2962793481","https://openalex.org/W2962795401","https://openalex.org/W2963223306","https://openalex.org/W2968131493","https://openalex.org/W2981802563","https://openalex.org/W3002310794","https://openalex.org/W3024902055","https://openalex.org/W3048665613","https://openalex.org/W3083173864","https://openalex.org/W3115266783","https://openalex.org/W3118288752","https://openalex.org/W3118898753","https://openalex.org/W3125775899","https://openalex.org/W3125867959","https://openalex.org/W3133090439","https://openalex.org/W3153551559","https://openalex.org/W3192902592","https://openalex.org/W3205306934","https://openalex.org/W4200526174","https://openalex.org/W4297841867"],"related_works":["https://openalex.org/W2529311304","https://openalex.org/W4248275646","https://openalex.org/W2992609826","https://openalex.org/W3124809058","https://openalex.org/W2552900035","https://openalex.org/W2162875951","https://openalex.org/W2062875858","https://openalex.org/W4380047323","https://openalex.org/W2138330538","https://openalex.org/W2046581487"],"abstract_inverted_index":{"We":[0],"present":[1],"our":[2,70,99],"entry":[3],"to":[4],"the":[5,35,66,75,83,87],"GENEA":[6,94],"Challenge":[7],"of":[8,69,77,80,90,108],"2022":[9],"on":[10],"data-driven":[11],"co-speech":[12],"gesture":[13,23,91],"generation.":[14],"Our":[15],"system":[16],"is":[17,37,45],"a":[18,48,52,78],"neural":[19],"network":[20],"that":[21,98],"generates":[22],"animation":[24],"from":[25,39],"an":[26,40],"input":[27],"audio":[28],"file.":[29],"The":[30,93],"motion":[31,42,103],"style":[32],"generated":[33],"by":[34],"model":[36,100],"extracted":[38],"exemplar":[41],"clip.":[43],"Style":[44],"embedded":[46],"in":[47,60],"latent":[49],"space":[50],"using":[51],"variational":[53,71],"framework.":[54],"This":[55],"architecture":[56],"allows":[57],"for":[58],"generating":[59],"styles":[61],"unseen":[62],"during":[63],"training.":[64],"Moreover,":[65],"probabilistic":[67],"nature":[68,89],"framework":[72],"furthermore":[73],"enables":[74],"generation":[76],"variety":[79],"outputs":[81],"given":[82],"same":[84],"input,":[85],"addressing":[86],"stochastic":[88],"motion.":[92],"challenge":[95],"evaluation":[96],"showed":[97],"produces":[101],"full-body":[102],"with":[104],"highly":[105],"competitive":[106],"levels":[107],"human-likeness.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}