{"id":"https://openalex.org/W3023281269","doi":"https://doi.org/10.1109/tmm.2021.3063612","title":"Deep Auto-Encoders With Sequential Learning for Multimodal Dimensional Emotion Recognition","display_name":"Deep Auto-Encoders With Sequential Learning for Multimodal Dimensional Emotion Recognition","publication_year":2021,"publication_date":"2021-03-10","ids":{"openalex":"https://openalex.org/W3023281269","doi":"https://doi.org/10.1109/tmm.2021.3063612","mag":"3023281269"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2021.3063612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3063612","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.13236","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053018788","display_name":"Dung Nguyen","orcid":"https://orcid.org/0000-0003-1580-9032"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Dung Nguyen","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, VIC, Australia","[School of Information Technology, Deakin University, Geelong, Victoria, Australia, (e-mail: dzung.nguyen@deakin.edu.au)]"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"[School of Information Technology, Deakin University, Geelong, Victoria, Australia, (e-mail: dzung.nguyen@deakin.edu.au)]","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024634557","display_name":"Duc Thanh Nguyen","orcid":"https://orcid.org/0000-0002-2285-2066"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Duc Thanh Nguyen","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, VIC, Australia","[School of Information Technology, Deakin University, Waurn Ponds, Victoria, Australia, 3216 (e-mail: duc.nguyen@deakin.edu.au)]"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"[School of Information Technology, Deakin University, Waurn Ponds, Victoria, Australia, 3216 (e-mail: duc.nguyen@deakin.edu.au)]","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101774111","display_name":"Rui Zeng","orcid":"https://orcid.org/0000-0003-0155-1288"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rui Zeng","raw_affiliation_strings":["Brain and Mind Centre, University of Sydney, Sydney, New South Wales NSW, Australia","[Brain and Mind Centre, The University of Sydney, 4334 Sydney, New South Wales, Australia, (e-mail: rui.zeng@sydney.edu.au)]"],"affiliations":[{"raw_affiliation_string":"Brain and Mind Centre, University of Sydney, Sydney, New South Wales NSW, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"[Brain and Mind Centre, The University of Sydney, 4334 Sydney, New South Wales, Australia, (e-mail: rui.zeng@sydney.edu.au)]","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085593383","display_name":"Thanh Thi Nguyen","orcid":"https://orcid.org/0000-0001-9709-1663"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Thanh Thi Nguyen","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University, Geelong, Australia","School of Information Technology, Deakin University, Geelong, VIC, Australia","[School of Information Technology, Deakin University - Geelong Waterfront Campus, 91844 Geelong, Victoria, Australia, (e-mail: thanh.nguyen@deakin.edu.au)]"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"[School of Information Technology, Deakin University - Geelong Waterfront Campus, 91844 Geelong, Victoria, Australia, (e-mail: thanh.nguyen@deakin.edu.au)]","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008915336","display_name":"Son N. Tran","orcid":"https://orcid.org/0000-0002-5912-293X"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Son N. Tran","raw_affiliation_strings":["Information &amp; Communication Technology, University of Tasmania, Hobart, Tasmania, Australia","[Information & Communication Technology, University of Tasmania, 3925 Hobart, Tasmania, Australia, (e-mail: sn.tran@utas.edu.au)]"],"affiliations":[{"raw_affiliation_string":"Information &amp; Communication Technology, University of Tasmania, Hobart, Tasmania, Australia","institution_ids":["https://openalex.org/I129801699"]},{"raw_affiliation_string":"[Information & Communication Technology, University of Tasmania, 3925 Hobart, Tasmania, Australia, (e-mail: sn.tran@utas.edu.au)]","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705489","display_name":"Thin Nguyen","orcid":"https://orcid.org/0000-0003-3467-8963"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Thin Nguyen","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University, Geelong, Australia","School of Information Technology, Deakin University, Geelong, VIC, Australia","[Faculty of Science and Technology, Deakin University, Geelong, Victoria, Australia, (e-mail: thin.nguyen@deakin.edu.au)]"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"[Faculty of Science and Technology, Deakin University, Geelong, Victoria, Australia, (e-mail: thin.nguyen@deakin.edu.au)]","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055128383","display_name":"Sridha Sridharan","orcid":"https://orcid.org/0000-0003-4316-9001"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sridha Sridharan","raw_affiliation_strings":["Speech, Audio, Image and Video Technology Research Lab, Queensland University of Technology, Brisbane, Queensland, Australia","[School of Electrical and Electronic Systems Engineering, Queensland University of Technology, Brisbane, Queensland, Australia, (e-mail: s.sridharan@qut.edu.au)]"],"affiliations":[{"raw_affiliation_string":"Speech, Audio, Image and Video Technology Research Lab, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"[School of Electrical and Electronic Systems Engineering, Queensland University of Technology, Brisbane, Queensland, Australia, (e-mail: s.sridharan@qut.edu.au)]","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034095159","display_name":"Clinton Fookes","orcid":"https://orcid.org/0000-0002-8515-6324"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Clinton Fookes","raw_affiliation_strings":["Speech, Audio, Image and Video Technology Research Lab, Queensland University of Technology, Brisbane, Queensland, Australia","[School of Electrical Engineering & Robotics, Queensland University of Technology, 1969 Brisbane, Queensland, Australia, (e-mail: c.fookes@qut.edu.au)]"],"affiliations":[{"raw_affiliation_string":"Speech, Audio, Image and Video Technology Research Lab, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"[School of Electrical Engineering & Robotics, Queensland University of Technology, 1969 Brisbane, Queensland, Australia, (e-mail: c.fookes@qut.edu.au)]","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5053018788"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.3647,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61426614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"24","issue":null,"first_page":"1313","last_page":"1324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998999834060669,"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/T10860","display_name":"Speech and Audio Processing","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9901999831199646,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8275538086891174},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7290818095207214},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6020732522010803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5703874230384827},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5528702735900879},{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.48209860920906067},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.42341822385787964},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.41734153032302856},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.4144856929779053},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3562878668308258},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33919912576675415}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8275538086891174},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7290818095207214},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6020732522010803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5703874230384827},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5528702735900879},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.48209860920906067},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.42341822385787964},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.41734153032302856},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.4144856929779053},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3562878668308258},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33919912576675415},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/tmm.2021.3063612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3063612","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:eprints.utas.edu.au:38658","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922975","display_name":"UTAS Research Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:arXiv.org:2004.13236","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.13236","pdf_url":"https://arxiv.org/pdf/2004.13236","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":"mag:3023281269","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2004.13236","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:figshare.com:article/20673021","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Deep_auto-encoders_with_sequential_learning_for_multimodal_dimensional_emotion_recognition/20673021","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:figshare.com:article/23000426","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Deep_auto-encoders_with_sequential_learning_for_multimodal_dimensional_emotion_recognition/23000426","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.48550/arxiv.2004.13236","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.13236","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":"pmh:oai:arXiv.org:2004.13236","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.13236","pdf_url":"https://arxiv.org/pdf/2004.13236","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W2026243162","https://openalex.org/W2045528981","https://openalex.org/W2062632672","https://openalex.org/W2064675550","https://openalex.org/W2117539524","https://openalex.org/W2144499799","https://openalex.org/W2184188583","https://openalex.org/W2188722963","https://openalex.org/W2194775991","https://openalex.org/W2211029476","https://openalex.org/W2313339984","https://openalex.org/W2318465276","https://openalex.org/W2511508976","https://openalex.org/W2531262049","https://openalex.org/W2584992898","https://openalex.org/W2610961739","https://openalex.org/W2612041314","https://openalex.org/W2621864722","https://openalex.org/W2655404332","https://openalex.org/W2703895418","https://openalex.org/W2713788831","https://openalex.org/W2754254103","https://openalex.org/W2786768213","https://openalex.org/W2798536775","https://openalex.org/W2883430806","https://openalex.org/W2891187402","https://openalex.org/W2892550322","https://openalex.org/W2901071230","https://openalex.org/W2901836079","https://openalex.org/W2958208506","https://openalex.org/W2962770129","https://openalex.org/W2962965465","https://openalex.org/W2963011882","https://openalex.org/W2964046669","https://openalex.org/W2977954800","https://openalex.org/W2990881710","https://openalex.org/W3047624172","https://openalex.org/W6637373629","https://openalex.org/W6638205174","https://openalex.org/W6686207219","https://openalex.org/W6726381175","https://openalex.org/W6755784077","https://openalex.org/W6756778981","https://openalex.org/W6769650007"],"related_works":["https://openalex.org/W3092767330","https://openalex.org/W2610961739","https://openalex.org/W3097445517","https://openalex.org/W2997026866","https://openalex.org/W2474638510","https://openalex.org/W3045352664","https://openalex.org/W2277498883","https://openalex.org/W2912728762","https://openalex.org/W2897132394","https://openalex.org/W2806649730","https://openalex.org/W2557887185","https://openalex.org/W2949408958","https://openalex.org/W3207988808","https://openalex.org/W2930753566","https://openalex.org/W3160888001","https://openalex.org/W2894182255","https://openalex.org/W3204087964","https://openalex.org/W2977727913","https://openalex.org/W3166052096","https://openalex.org/W3037291823"],"abstract_inverted_index":{"Multimodal":[0],"dimensional":[1],"emotion":[2,109,127],"recognition":[3,142],"has":[4],"drawn":[5],"a":[6,22,83,91,95],"great":[7],"attention":[8],"from":[9,49,59],"the":[10,68,113,125,129,137],"affective":[11],"computing":[12],"community":[13],"and":[14,62,94,104],"numerous":[15],"schemes":[16],"have":[17],"been":[18],"extensively":[19],"investigated,":[20],"making":[21],"significant":[23],"progress":[24],"in":[25,70,78,128],"this":[26,79],"area.":[27],"However,":[28],"several":[29],"questions":[30],"still":[31],"remain":[32],"unanswered":[33],"for":[34,100,108],"most":[35],"of":[36,90,115],"existing":[37],"approaches":[38],"including:":[39],"(i)":[40],"how":[41,53,64],"to":[42,54,65],"simultaneously":[43],"learn":[44],"compact":[45],"yet":[46],"representative":[47],"features":[48,58],"multimodal":[50,60,126],"data,":[51],"(ii)":[52],"effectively":[55,101],"capture":[56],"complementary":[57],"streams,":[61],"(iii)":[63],"perform":[66],"all":[67],"tasks":[69],"an":[71],"end-to-end":[72],"manner.":[73],"To":[74,111],"address":[75],"these":[76],"challenges,":[77],"paper,":[80],"we":[81,119],"propose":[82],"novel":[84],"deep":[85],"neural":[86],"network":[87],"architecture":[88],"consisting":[89],"two-stream":[92],"auto-encoder":[93],"long":[96],"short":[97],"term":[98],"memory":[99],"integrating":[102],"visual":[103],"audio":[105],"signal":[106],"streams":[107],"recognition.":[110],"validate":[112],"robustness":[114],"our":[116],"proposed":[117,138],"architecture,":[118],"carry":[120],"out":[121],"extensive":[122],"experiments":[123],"on":[124],"wild":[130],"dataset:":[131],"RECOLA.":[132],"Experimental":[133],"results":[134],"show":[135],"that":[136],"method":[139],"achieves":[140],"state-of-the-art":[141],"performance.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
