{"id":"https://openalex.org/W3095368728","doi":"https://doi.org/10.1109/access.2020.3042328","title":"Generative Adversarial Networks in Human Emotion Synthesis: A Review","display_name":"Generative Adversarial Networks in Human Emotion Synthesis: A Review","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3095368728","doi":"https://doi.org/10.1109/access.2020.3042328","mag":"3095368728"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3042328","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3042328","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09279199.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09279199.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091640248","display_name":"Noushin Hajarolasvadi","orcid":"https://orcid.org/0000-0002-3120-5370"},"institutions":[{"id":"https://openalex.org/I36515993","display_name":"Eastern Mediterranean University","ror":"https://ror.org/00excyz84","country_code":"CY","type":"education","lineage":["https://openalex.org/I36515993"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Noushin Hajarolasvadi","raw_affiliation_strings":["Electrical and Electronic Engineering Department, Eastern Mediterranean University, Gazimagusa, Turkey","Eastern Mediterranean University#TAB#"],"affiliations":[{"raw_affiliation_string":"Electrical and Electronic Engineering Department, Eastern Mediterranean University, Gazimagusa, Turkey","institution_ids":["https://openalex.org/I36515993"]},{"raw_affiliation_string":"Eastern Mediterranean University#TAB#","institution_ids":["https://openalex.org/I36515993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021252790","display_name":"Miguel Arjona Ram\u00edrez","orcid":"https://orcid.org/0000-0002-7107-0888"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Miguel Arjona Ramirez","raw_affiliation_strings":["Department of Electronic Systems Engineering, University of S\u00e0o Paulo, S\u00e0o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems Engineering, University of S\u00e0o Paulo, S\u00e0o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wesley Beccaro","orcid":"https://orcid.org/0000-0001-6599-2344"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wesley Beccaro","raw_affiliation_strings":["Department of Electronic Systems Engineering, University of S\u00e0o Paulo, S\u00e0o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems Engineering, University of S\u00e0o Paulo, S\u00e0o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":null,"display_name":"Hasan Demirel","orcid":"https://orcid.org/0000-0002-6933-6659"},"institutions":[{"id":"https://openalex.org/I36515993","display_name":"Eastern Mediterranean University","ror":"https://ror.org/00excyz84","country_code":"CY","type":"education","lineage":["https://openalex.org/I36515993"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Hasan Demirel","raw_affiliation_strings":["Electrical and Electronic Engineering Department, Eastern Mediterranean University, Gazimagusa, Turkey"],"affiliations":[{"raw_affiliation_string":"Electrical and Electronic Engineering Department, Eastern Mediterranean University, Gazimagusa, Turkey","institution_ids":["https://openalex.org/I36515993"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091640248"],"corresponding_institution_ids":["https://openalex.org/I36515993"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0981,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41853508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"218499","last_page":"218529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T10667","display_name":"Emotion and Mood Recognition","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9965999722480774,"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/generative-grammar","display_name":"Generative grammar","score":0.7724739909172058},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6535372734069824},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6484326124191284},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5937412977218628},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5715160369873047},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.4904925227165222},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4573374390602112},{"id":"https://openalex.org/keywords/speech-synthesis","display_name":"Speech synthesis","score":0.4541369080543518},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.43890824913978577},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43380460143089294},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.41087377071380615},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33665576577186584},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3338225483894348}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7724739909172058},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6535372734069824},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6484326124191284},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5937412977218628},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5715160369873047},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.4904925227165222},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4573374390602112},{"id":"https://openalex.org/C14999030","wikidata":"https://www.wikidata.org/wiki/Q16346","display_name":"Speech synthesis","level":2,"score":0.4541369080543518},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.43890824913978577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43380460143089294},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.41087377071380615},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33665576577186584},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3338225483894348},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"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":5,"locations":[{"id":"doi:10.1109/access.2020.3042328","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3042328","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09279199.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2010.15075","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.15075","pdf_url":"https://arxiv.org/pdf/2010.15075","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":"","raw_type":"text"},{"id":"mag:3095368728","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2010.15075.pdf","pdf_url":null,"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":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:doaj.org/article:57e65178bea34961bcc76d6adaeabcac","is_oa":true,"landing_page_url":"https://doaj.org/article/57e65178bea34961bcc76d6adaeabcac","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 218499-218529 (2020)","raw_type":"article"},{"id":"doi:10.48550/arxiv.2010.15075","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2010.15075","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3042328","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3042328","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09279199.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2818750474","display_name":null,"funder_award_id":"2018/12579-7","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G295657101","display_name":null,"funder_award_id":"2019/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3824062790","display_name":null,"funder_award_id":"2020/01928-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G497127911","display_name":"Center for Artificial Intelligence","funder_award_id":"19/07665-4","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5552860588","display_name":null,"funder_award_id":"2018/26455-8","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5787150498","display_name":"ELIOT: enabling technologies for IoT","funder_award_id":"18/12579-7","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G596517764","display_name":null,"funder_award_id":"2018/26","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6713122265","display_name":null,"funder_award_id":"2019/07665-4","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G7880187886","display_name":"Audio-Visual Speech Processing by Machine Learning","funder_award_id":"18/26455-8","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G7930234676","display_name":null,"funder_award_id":"019/07665-4","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320319241","display_name":"Do\u011fu Akdeniz \u00dcniversitesi","ror":null},{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3095368728.pdf","grobid_xml":"https://content.openalex.org/works/W3095368728.grobid-xml"},"referenced_works_count":245,"referenced_works":["https://openalex.org/W648143168","https://openalex.org/W1552314771","https://openalex.org/W1579590535","https://openalex.org/W1782590233","https://openalex.org/W1834627138","https://openalex.org/W1909320841","https://openalex.org/W1915328033","https://openalex.org/W1987010331","https://openalex.org/W2015143272","https://openalex.org/W2015463594","https://openalex.org/W2017034896","https://openalex.org/W2031928689","https://openalex.org/W2035372623","https://openalex.org/W2041616772","https://openalex.org/W2067032877","https://openalex.org/W2083021723","https://openalex.org/W2094721231","https://openalex.org/W2103943262","https://openalex.org/W2112796928","https://openalex.org/W2125389028","https://openalex.org/W2125546432","https://openalex.org/W2137306662","https://openalex.org/W2146334809","https://openalex.org/W2150283722","https://openalex.org/W2151484683","https://openalex.org/W2157617585","https://openalex.org/W2161634108","https://openalex.org/W2173520492","https://openalex.org/W2178768799","https://openalex.org/W2202109488","https://openalex.org/W2273972066","https://openalex.org/W2412320034","https://openalex.org/W2473388484","https://openalex.org/W2521028896","https://openalex.org/W2536132686","https://openalex.org/W2547875792","https://openalex.org/W2548275288","https://openalex.org/W2552611751","https://openalex.org/W2566832195","https://openalex.org/W2583542555","https://openalex.org/W2585824449","https://openalex.org/W2593414223","https://openalex.org/W2593639993","https://openalex.org/W2598581049","https://openalex.org/W2600556233","https://openalex.org/W2605195953","https://openalex.org/W2607170299","https://openalex.org/W2608338293","https://openalex.org/W2611104282","https://openalex.org/W2617573776","https://openalex.org/W2617965654","https://openalex.org/W2726515241","https://openalex.org/W2737047298","https://openalex.org/W2738406145","https://openalex.org/W2739192055","https://openalex.org/W2740440254","https://openalex.org/W2745497104","https://openalex.org/W2755577605","https://openalex.org/W2765811365","https://openalex.org/W2766527293","https://openalex.org/W2768195931","https://openalex.org/W2770534877","https://openalex.org/W2772024431","https://openalex.org/W2772330423","https://openalex.org/W2776446922","https://openalex.org/W2782892391","https://openalex.org/W2783984318","https://openalex.org/W2790214987","https://openalex.org/W2791178280","https://openalex.org/W2795144650","https://openalex.org/W2795642794","https://openalex.org/W2799185473","https://openalex.org/W2799209711","https://openalex.org/W2799352732","https://openalex.org/W2803193013","https://openalex.org/W2804600264","https://openalex.org/W2805613995","https://openalex.org/W2806833697","https://openalex.org/W2807869636","https://openalex.org/W2808437126","https://openalex.org/W2808456396","https://openalex.org/W2843598537","https://openalex.org/W2883221003","https://openalex.org/W2883861033","https://openalex.org/W2883938080","https://openalex.org/W2884460600","https://openalex.org/W2885800352","https://openalex.org/W2887264325","https://openalex.org/W2890139949","https://openalex.org/W2891030744","https://openalex.org/W2895749211","https://openalex.org/W2899361462","https://openalex.org/W2899877258","https://openalex.org/W2899901572","https://openalex.org/W2902070858","https://openalex.org/W2902132730","https://openalex.org/W2902266071","https://openalex.org/W2902483944","https://openalex.org/W2903311573","https://openalex.org/W2904542603","https://openalex.org/W2909606161","https://openalex.org/W2911708970","https://openalex.org/W2912990735","https://openalex.org/W2914217321","https://openalex.org/W2921353139","https://openalex.org/W2922538097","https://openalex.org/W2923383058","https://openalex.org/W2924007842","https://openalex.org/W2924116307","https://openalex.org/W2933224119","https://openalex.org/W2937579788","https://openalex.org/W2937918341","https://openalex.org/W2944394478","https://openalex.org/W2946220758","https://openalex.org/W2946909087","https://openalex.org/W2948211236","https://openalex.org/W2949933669","https://openalex.org/W2949999304","https://openalex.org/W2951004968","https://openalex.org/W2952165242","https://openalex.org/W2953030256","https://openalex.org/W2960463071","https://openalex.org/W2962754210","https://openalex.org/W2962793481","https://openalex.org/W2962879692","https://openalex.org/W2962896155","https://openalex.org/W2962914239","https://openalex.org/W2962928367","https://openalex.org/W2962932373","https://openalex.org/W2962974533","https://openalex.org/W2962993399","https://openalex.org/W2963019222","https://openalex.org/W2963035245","https://openalex.org/W2963066677","https://openalex.org/W2963073614","https://openalex.org/W2963092440","https://openalex.org/W2963120057","https://openalex.org/W2963143796","https://openalex.org/W2963154580","https://openalex.org/W2963185411","https://openalex.org/W2963197375","https://openalex.org/W2963276927","https://openalex.org/W2963341071","https://openalex.org/W2963373786","https://openalex.org/W2963467339","https://openalex.org/W2963470893","https://openalex.org/W2963516695","https://openalex.org/W2963520896","https://openalex.org/W2963539064","https://openalex.org/W2963626105","https://openalex.org/W2963633072","https://openalex.org/W2963663420","https://openalex.org/W2963703618","https://openalex.org/W2963750245","https://openalex.org/W2963767194","https://openalex.org/W2963800363","https://openalex.org/W2963800509","https://openalex.org/W2963836885","https://openalex.org/W2963917969","https://openalex.org/W2963966654","https://openalex.org/W2964195110","https://openalex.org/W2964245526","https://openalex.org/W2964337551","https://openalex.org/W2970241095","https://openalex.org/W2972640480","https://openalex.org/W2979894294","https://openalex.org/W2981153070","https://openalex.org/W2981876524","https://openalex.org/W2983165789","https://openalex.org/W2983825237","https://openalex.org/W3001992107","https://openalex.org/W3002944878","https://openalex.org/W3008970820","https://openalex.org/W3024142718","https://openalex.org/W3092713613","https://openalex.org/W3104328743","https://openalex.org/W6603838645","https://openalex.org/W6621378261","https://openalex.org/W6640067882","https://openalex.org/W6640296361","https://openalex.org/W6640963894","https://openalex.org/W6678815747","https://openalex.org/W6680591342","https://openalex.org/W6683401474","https://openalex.org/W6684191040","https://openalex.org/W6685352114","https://openalex.org/W6713645886","https://openalex.org/W6714590955","https://openalex.org/W6715501732","https://openalex.org/W6717434760","https://openalex.org/W6718140377","https://openalex.org/W6718379498","https://openalex.org/W6726983635","https://openalex.org/W6727501944","https://openalex.org/W6728663642","https://openalex.org/W6729448088","https://openalex.org/W6729482032","https://openalex.org/W6729939709","https://openalex.org/W6730091202","https://openalex.org/W6730648548","https://openalex.org/W6731128057","https://openalex.org/W6734074887","https://openalex.org/W6735204497","https://openalex.org/W6735913928","https://openalex.org/W6736155344","https://openalex.org/W6738677829","https://openalex.org/W6738706147","https://openalex.org/W6743304502","https://openalex.org/W6743446608","https://openalex.org/W6743668032","https://openalex.org/W6745553288","https://openalex.org/W6745560452","https://openalex.org/W6745983426","https://openalex.org/W6747317711","https://openalex.org/W6747916593","https://openalex.org/W6748582592","https://openalex.org/W6748655329","https://openalex.org/W6748823286","https://openalex.org/W6749079779","https://openalex.org/W6749904568","https://openalex.org/W6749927861","https://openalex.org/W6750364050","https://openalex.org/W6751750676","https://openalex.org/W6753183693","https://openalex.org/W6753450601","https://openalex.org/W6754095682","https://openalex.org/W6756002706","https://openalex.org/W6756102363","https://openalex.org/W6756251360","https://openalex.org/W6756541431","https://openalex.org/W6757382257","https://openalex.org/W6758675244","https://openalex.org/W6761103827","https://openalex.org/W6761673875","https://openalex.org/W6763100362","https://openalex.org/W6768118880","https://openalex.org/W6769324256","https://openalex.org/W6769619301","https://openalex.org/W6772806431","https://openalex.org/W6773084841","https://openalex.org/W6773224681","https://openalex.org/W6779669310","https://openalex.org/W6780315314","https://openalex.org/W6802388133","https://openalex.org/W6929449012"],"related_works":["https://openalex.org/W3109302118","https://openalex.org/W3170744506","https://openalex.org/W3095122515","https://openalex.org/W2187971946","https://openalex.org/W3091314639","https://openalex.org/W1977222384","https://openalex.org/W2604650893","https://openalex.org/W2890202029","https://openalex.org/W2602938566","https://openalex.org/W3101383418","https://openalex.org/W2971704668","https://openalex.org/W2014981864","https://openalex.org/W2541085675","https://openalex.org/W3094412822","https://openalex.org/W1883624186","https://openalex.org/W1492345323","https://openalex.org/W3169255552","https://openalex.org/W3188023374","https://openalex.org/W2135650651","https://openalex.org/W3089920618"],"abstract_inverted_index":{"Deep":[0],"generative":[1,68,120],"models":[2,19,69,78,121],"have":[3],"become":[4],"an":[5],"emerging":[6],"topic":[7,39],"in":[8,44,107,196],"various":[9],"research":[10,164,172],"areas":[11],"like":[12],"computer":[13,45],"vision":[14,46],"and":[15,33,52,87,92,116,136,147,194],"signal":[16],"processing.":[17],"These":[18],"allow":[20],"synthesizing":[21],"realistic":[22],"data":[23],"samples":[24],"that":[25,183],"are":[26,81,153],"of":[27,40,67,76,104,118,170],"great":[28],"value":[29],"for":[30,174],"both":[31],"academic":[32],"industrial":[34],"communities.":[35],"Affective":[36],"computing,":[37],"a":[38,41,64,97,101],"broad":[42],"interest":[43],"society,":[47],"has":[48,53],"been":[49],"no":[50],"exception":[51],"benefited":[54],"from":[55,187],"this":[56,139,171],"powerful":[57],"approach.":[58],"In":[59,138],"fact,":[60],"affective":[61],"computing":[62],"observed":[63],"rapid":[65],"derivation":[66],"during":[70],"the":[71,119,124,148,168,188],"last":[72],"two":[73,129],"decades.":[74],"Applications":[75],"such":[77],"include":[79],"but":[80],"not":[82],"limited":[83],"to":[84,166],"emotion":[85,90,94,109,145,151,197],"recognition":[86],"classification,":[88],"unimodal":[89],"synthesis,":[91,143,146],"cross-modal":[93],"synthesis.":[95,198],"As":[96,177],"result,":[98],"we":[99,161,179],"conducted":[100],"comprehensive":[102],"survey":[103],"recent":[105],"advances":[106],"human":[108,131],"synthesis":[110,152],"by":[111],"studying":[112],"available":[113],"databases,":[114],"advantages,":[115],"disadvantages":[117],"along":[122],"with":[123],"related":[125],"training":[126],"strategies":[127],"considering":[128],"principal":[130],"communication":[132],"modalities,":[133],"namely":[134],"audio":[135],"video.":[137],"context,":[140],"facial":[141],"expression":[142],"speech":[144],"audio-visual":[149],"(cross-modal)":[150],"reviewed":[154],"extensively":[155],"under":[156],"different":[157],"application":[158],"scenarios.":[159],"Gradually,":[160],"discuss":[162],"open":[163],"problems":[165,182],"push":[167],"boundaries":[169],"area":[173],"future":[175],"works.":[176],"conclusions,":[178],"indicate":[180],"common":[181],"can":[184],"be":[185],"explored":[186],"Generative":[189],"Adversarial":[190],"Networks":[191],"(GAN)":[192],"topologies":[193],"applications":[195]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}