{"id":"https://openalex.org/W4401597875","doi":"https://doi.org/10.1109/icasspw62465.2024.10626511","title":"A Cross-Attention Emotion Recognition Algorithm Based on Audio and Video Modalities","display_name":"A Cross-Attention Emotion Recognition Algorithm Based on Audio and Video Modalities","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4401597875","doi":"https://doi.org/10.1109/icasspw62465.2024.10626511"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw62465.2024.10626511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw62465.2024.10626511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5064717155","display_name":"Xiao Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wu","raw_affiliation_strings":["Automation School of Qingdao University,Qingdao,China,266000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automation School of Qingdao University,Qingdao,China,266000","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034101375","display_name":"Xuan Mu","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Mu","raw_affiliation_strings":["Automation School of Qingdao University,Qingdao,China,266000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automation School of Qingdao University,Qingdao,China,266000","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035835836","display_name":"Wen Qi","orcid":"https://orcid.org/0000-0002-2091-3718"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Qi","raw_affiliation_strings":["South China University of Technology,School of Future Technology,Guangzhou,China,511436"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China University of Technology,School of Future Technology,Guangzhou,China,511436","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100621796","display_name":"Xiaorui Liu","orcid":"https://orcid.org/0000-0001-8307-9700"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaorui Liu","raw_affiliation_strings":["Automation School of Qingdao University,Qingdao,China,266000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automation School of Qingdao University,Qingdao,China,266000","institution_ids":["https://openalex.org/I108688024"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"309","last_page":"313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.75,"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":0.75,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.773545503616333},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7492876052856445},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5307963490486145},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.48018303513526917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46302714943885803},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3809019923210144},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3269420266151428}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.773545503616333},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7492876052856445},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5307963490486145},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.48018303513526917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46302714943885803},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3809019923210144},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3269420266151428},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icasspw62465.2024.10626511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw62465.2024.10626511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1133916940","https://openalex.org/W2110485445","https://openalex.org/W2112796928","https://openalex.org/W2498789492","https://openalex.org/W2536853808","https://openalex.org/W2546875627","https://openalex.org/W2610961739","https://openalex.org/W2907579173","https://openalex.org/W2982215948","https://openalex.org/W3033414407","https://openalex.org/W3034849760","https://openalex.org/W4200416969"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W2011264131","https://openalex.org/W4306353150","https://openalex.org/W2026860389","https://openalex.org/W8219677","https://openalex.org/W3216879894","https://openalex.org/W2890132085","https://openalex.org/W2168054807","https://openalex.org/W3126677997","https://openalex.org/W1610857240"],"abstract_inverted_index":{"In":[0,9],"recent":[1],"years,":[2],"emotion":[3,24,43],"recognition":[4,31,44,92],"has":[5],"received":[6],"significant":[7],"attention.":[8],"this":[10,97],"paper,":[11],"multimodal":[12],"information,":[13],"including":[14],"speech":[15,30,56],"and":[16,40,57,81],"facial":[17],"expressions,":[18],"is":[19],"adopted":[20],"to":[21,101],"realize":[22],"human":[23],"classification.":[25],"Firstly,":[26],"we":[27],"propose":[28],"a":[29,65],"model":[32,45,98],"based":[33,46],"on":[34,47,79],"the":[35,48,87,105],"Parallel":[36],"convolutional":[37],"module":[38,67],"(Pconv),":[39],"an":[41],"expression":[42,58],"improved":[49],"Inception-ResnetV2":[50],"network.":[51],"The":[52,75],"recognize":[53],"futures":[54],"of":[55,96],"will":[59],"be":[60],"further":[61],"fused":[62],"by":[63],"using":[64],"cross-attention":[66],"coordinated":[68],"with":[69],"Bidirectional":[70],"Long":[71],"Short-Term":[72],"Memory":[73],"(BiLSTM).":[74],"experimental":[76],"results":[77],"organized":[78],"CH-SIMS":[80],"CMU-MOSI":[82],"datasets":[83],"have":[84],"demonstrated":[85],"that":[86],"proposed":[88],"algorithm":[89],"achieves":[90],"high":[91],"accuracy.":[93],"Each":[94],"component":[95],"could":[99],"contribute":[100],"performance":[102],"improvement":[103],"in":[104],"fair":[106],"way.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}