{"id":"https://openalex.org/W4392697793","doi":"https://doi.org/10.3233/jifs-238700","title":"Non-speech emotion recognition based on back propagation feed forward networks","display_name":"Non-speech emotion recognition based on back propagation feed forward networks","publication_year":2024,"publication_date":"2024-03-12","ids":{"openalex":"https://openalex.org/W4392697793","doi":"https://doi.org/10.3233/jifs-238700"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-238700","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-238700","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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/A5037649646","display_name":"Xiwen Zhang","orcid":"https://orcid.org/0009-0003-9346-783X"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiwen Zhang","raw_affiliation_strings":["Control Science and Engineering, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101852503","display_name":"Hui Xiao","orcid":"https://orcid.org/0000-0002-5765-3606"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Xiao","raw_affiliation_strings":["Control Science and Engineering, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5037649646"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.2815,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.429742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"46","issue":"4","first_page":"11067","last_page":"11077"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9948999881744385,"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"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9948999881744385,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9939000010490417,"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/T10057","display_name":"Face and Expression Recognition","score":0.98089998960495,"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/speech-recognition","display_name":"Speech recognition","score":0.6785497665405273},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.4947209060192108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48755592107772827},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3342599868774414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2785608768463135},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19881704449653625}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6785497665405273},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.4947209060192108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48755592107772827},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3342599868774414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2785608768463135},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19881704449653625}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-238700","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-238700","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5199999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2003274030","https://openalex.org/W2130426352","https://openalex.org/W2789399411","https://openalex.org/W2919080363","https://openalex.org/W3003912462","https://openalex.org/W3113497772","https://openalex.org/W3130372645","https://openalex.org/W3133207760","https://openalex.org/W3195074470","https://openalex.org/W3199294604","https://openalex.org/W4220655566","https://openalex.org/W4297841869","https://openalex.org/W4316660975","https://openalex.org/W4318050068"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W1868434454","https://openalex.org/W4366985237","https://openalex.org/W2810569973","https://openalex.org/W2128396103"],"abstract_inverted_index":{"Non-speech":[0],"emotion":[1,34,157],"recognition":[2,70],"involves":[3],"identifying":[4],"emotions":[5],"conveyed":[6],"through":[7],"non-verbal":[8],"vocalizations":[9],"such":[10],"as":[11],"laughter,":[12],"crying,":[13],"and":[14,26,45,115],"other":[15],"sound":[16],"signals,":[17],"which":[18],"play":[19],"a":[20,31,69,93,98],"crucial":[21],"role":[22],"in":[23,120,132],"emotional":[24,107,130],"expression":[25],"transmission.":[27],"This":[28],"paper":[29],"employs":[30],"nine-category":[32],"discrete":[33],"model":[35],"encompassing":[36],"happy,":[37],"sad,":[38],"angry,":[39],"peaceful,":[40],"fearful,":[41],"loving,":[42],"hateful,":[43],"brave,":[44],"neutral.":[46],"A":[47],"proprietary":[48],"non-speech":[49,76,95,109,129,156],"dataset":[50],"comprising":[51],"2337":[52],"instances":[53],"was":[54],"utilized,":[55],"with":[56,135],"384-dimensional":[57],"feature":[58],"vectors":[59],"extracted.":[60],"The":[61,123,143],"traditional":[62],"Backpropagation":[63,86],"Neural":[64,87],"Network":[65,88],"(BPNN)":[66],"algorithm":[67,118],"achieved":[68],"rate":[71],"of":[72,101,128,139],"87.7%":[73],"on":[74,150],"the":[75,80,116,126,136,147],"dataset.":[77],"In":[78],"contrast,":[79],"proposed":[81,117],"Whale":[82],"Optimization":[83],"Algorithm":[84],"-":[85],"(WOA-BPNN)":[89],"algorithm,":[90],"applied":[91],"to":[92],"self-made":[94],"dataset,":[96],"demonstrated":[97],"remarkable":[99],"accuracy":[100],"98.6%.":[102],"Notably,":[103],"even":[104],"without":[105],"facial":[106],"cues,":[108],"sounds":[110],"effectively":[111],"convey":[112],"dynamic":[113],"information,":[114],"excels":[119],"their":[121],"recognition.":[122,158],"study":[124],"underscores":[125],"importance":[127],"signals":[131],"communication,":[133],"especially":[134],"continuous":[137],"advancement":[138],"artificial":[140],"intelligence":[141],"technology.":[142],"abstract":[144],"thus":[145],"encapsulates":[146],"paper\u2019s":[148],"focus":[149],"leveraging":[151],"AI":[152],"algorithms":[153],"for":[154],"high-precision":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
