{"id":"https://openalex.org/W4408354216","doi":"https://doi.org/10.1109/icassp49660.2025.10888975","title":"Joint Multi-Scale Contextual and Noise Suppression for Group Emotion Recognition","display_name":"Joint Multi-Scale Contextual and Noise Suppression for Group Emotion Recognition","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408354216","doi":"https://doi.org/10.1109/icassp49660.2025.10888975"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5052197293","display_name":"Weijia Guo","orcid":"https://orcid.org/0000-0003-3589-4537"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangdong Guo","raw_affiliation_strings":["Jiangsu University,School of Computer Science and Communication Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu University,School of Computer Science and Communication Engineering","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110308832","display_name":"Qing Zhu","orcid":"https://orcid.org/0009-0008-4318-853X"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Zhu","raw_affiliation_strings":["Jiangsu University,School of Computer Science and Communication Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu University,School of Computer Science and Communication Engineering","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068470372","display_name":"Qirong Mao","orcid":"https://orcid.org/0000-0002-0616-4431"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qirong Mao","raw_affiliation_strings":["Jiangsu University,School of Computer Science and Communication Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu University,School of Computer Science and Communication Engineering","institution_ids":["https://openalex.org/I115592961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9350000023841858,"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":0.9350000023841858,"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/joint","display_name":"Joint (building)","score":0.7065146565437317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6152199506759644},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5614501237869263},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.524254322052002},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5152357220649719},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.350531667470932},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13963976502418518},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07841610908508301},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.059171199798583984}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.7065146565437317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6152199506759644},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5614501237869263},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.524254322052002},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5152357220649719},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.350531667470932},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13963976502418518},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07841610908508301},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.059171199798583984},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321410","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30"},{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1603712378","https://openalex.org/W2100362724","https://openalex.org/W2128042196","https://openalex.org/W2341528187","https://openalex.org/W2465165615","https://openalex.org/W2549054384","https://openalex.org/W2565639579","https://openalex.org/W2618530766","https://openalex.org/W2767348466","https://openalex.org/W2767587331","https://openalex.org/W2821427990","https://openalex.org/W2888683367","https://openalex.org/W2894589512","https://openalex.org/W2957102742","https://openalex.org/W2963826257","https://openalex.org/W3006012949","https://openalex.org/W3025742428","https://openalex.org/W3046154154","https://openalex.org/W3093858432","https://openalex.org/W3118947154","https://openalex.org/W4311161179","https://openalex.org/W4381785857","https://openalex.org/W4385478017","https://openalex.org/W4386065595","https://openalex.org/W4392904109","https://openalex.org/W4392904219","https://openalex.org/W4401047149","https://openalex.org/W6637373629","https://openalex.org/W6747701563"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2888483922","https://openalex.org/W4396737233","https://openalex.org/W2367747139","https://openalex.org/W4391102217","https://openalex.org/W2566187525","https://openalex.org/W2566334511","https://openalex.org/W2367150592","https://openalex.org/W2378889330"],"abstract_inverted_index":{"Group":[0],"Emotion":[1],"Recognition":[2],"(GER)":[3],"seeks":[4],"to":[5,43,126],"identify":[6],"emotional":[7,33],"states":[8],"within":[9],"multi-person":[10],"groups.":[11],"The":[12],"complexity":[13],"of":[14,63],"the":[15,18,60,81,106,115],"environment":[16],"and":[17,53,72,84,100,108],"reliance":[19],"on":[20,55,65,114],"a":[21,56,89],"single":[22,57],"group":[23,58,109],"emotion":[24,37],"label":[25,110],"often":[26],"result":[27],"in":[28,132,135],"noisy":[29,45],"individuals":[30,66],"with":[31],"inconsistent":[32],"expressions,":[34],"hampering":[35],"accurate":[36],"classification.":[38],"Mainstream":[39],"GER":[40,94],"networks":[41],"attempt":[42],"downweight":[44],"individuals,":[46],"but":[47],"when":[48],"their":[49],"numbers":[50],"are":[51],"high":[52],"over-relying":[54],"label,":[59],"negative":[61],"impact":[62],"noise":[64,103,134],"remains":[67],"significant,":[68],"further":[69],"complicating":[70],"classification":[71],"diminishing":[73],"accuracy.":[74],"To":[75],"address":[76],"these":[77],"limitations,":[78],"we":[79],"propose":[80],"Multi-Scale":[82],"Contextual":[83],"Noise":[85],"Suppression":[86],"Model":[87],"(MCon-NSM),":[88],"novel":[90],"framework":[91],"that":[92,120],"enhances":[93],"by":[95],"capturing":[96],"fine-grained":[97],"interaction":[98],"contexts":[99],"collaboratively":[101],"suppressing":[102],"at":[104],"both":[105],"individual":[107],"levels.":[111],"Extensive":[112],"experiments":[113],"GAF":[116],"series":[117],"datasets":[118],"demonstrate":[119],"our":[121],"method":[122],"achieves":[123],"results":[124],"comparable":[125],"state-of-the-art":[127],"techniques,":[128],"validating":[129],"its":[130],"effectiveness":[131],"mitigating":[133],"GER.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
