{"id":"https://openalex.org/W4405700988","doi":"https://doi.org/10.1155/int/9618884","title":"Mind to Music: An EEG Signal\u2010Driven Real\u2010Time Emotional Music Generation System","display_name":"Mind to Music: An EEG Signal\u2010Driven Real\u2010Time Emotional Music Generation System","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405700988","doi":"https://doi.org/10.1155/int/9618884"},"language":"en","primary_location":{"id":"doi:10.1155/int/9618884","is_oa":true,"landing_page_url":"https://doi.org/10.1155/int/9618884","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/int/9618884","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/int/9618884","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021151868","display_name":"Shuang Ran","orcid":null},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Ran","raw_affiliation_strings":["Key Laboratory of Media Audio & Video ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn"],"raw_orcid":"https://orcid.org/0009-0009-8754-6236","affiliations":[{"raw_affiliation_string":"Key Laboratory of Media Audio & Video ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074654486","display_name":"Wei Zhong","orcid":"https://orcid.org/0000-0001-9325-6299"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Zhong","raw_affiliation_strings":["State Key Laboratory of Media Convergence and Communication ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn"],"raw_orcid":"https://orcid.org/0000-0001-9325-6299","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Media Convergence and Communication ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lin Ma","orcid":"https://orcid.org/0009-0004-5940-0196"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Ma","raw_affiliation_strings":["Key Laboratory of Media Audio & Video ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn"],"raw_orcid":"https://orcid.org/0009-0004-5940-0196","affiliations":[{"raw_affiliation_string":"Key Laboratory of Media Audio & Video ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074602900","display_name":"Dan-Ting Duan","orcid":"https://orcid.org/0009-0005-3861-2488"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danting Duan","raw_affiliation_strings":["Key Laboratory of Media Audio & Video ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn"],"raw_orcid":"https://orcid.org/0009-0005-3861-2488","affiliations":[{"raw_affiliation_string":"Key Laboratory of Media Audio & Video ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100600271","display_name":"Long Ye","orcid":"https://orcid.org/0000-0002-3562-5612"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Ye","raw_affiliation_strings":["State Key Laboratory of Media Convergence and Communication ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn"],"raw_orcid":"https://orcid.org/0000-0002-3562-5612","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Media Convergence and Communication ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100710664","display_name":"Qin Zhang","orcid":"https://orcid.org/0000-0002-1597-9157"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Zhang","raw_affiliation_strings":["State Key Laboratory of Media Convergence and Communication ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn"],"raw_orcid":"https://orcid.org/0000-0002-1597-9157","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Media Convergence and Communication ,  Communication University of China ,  Beijing ,  100024 ,  China ,  cuc.edu.cn","institution_ids":["https://openalex.org/I75689368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074654486"],"corresponding_institution_ids":["https://openalex.org/I75689368"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":{"value":2500,"currency":"USD","value_usd":2500},"fwci":1.4405,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84194667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"2024","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9990000128746033,"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":0.9990000128746033,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10788","display_name":"Neuroscience and Music Perception","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7701482772827148},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5327244997024536},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.5009288787841797},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4539870321750641},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44712337851524353},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.422367125749588},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.39452919363975525},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08898922801017761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7701482772827148},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5327244997024536},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.5009288787841797},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4539870321750641},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44712337851524353},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.422367125749588},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.39452919363975525},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08898922801017761},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1155/int/9618884","is_oa":true,"landing_page_url":"https://doi.org/10.1155/int/9618884","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/int/9618884","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/int/9618884","is_oa":true,"landing_page_url":"https://doi.org/10.1155/int/9618884","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/int/9618884","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3406710673","display_name":null,"funder_award_id":"CUC18LG024","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6938695607","display_name":null,"funder_award_id":"62271455","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405700988.pdf","grobid_xml":"https://content.openalex.org/works/W4405700988.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1488671911","https://openalex.org/W1568348454","https://openalex.org/W1947251450","https://openalex.org/W1965993059","https://openalex.org/W1970727126","https://openalex.org/W2038610431","https://openalex.org/W2044455804","https://openalex.org/W2051227896","https://openalex.org/W2110431345","https://openalex.org/W2115403315","https://openalex.org/W2120939402","https://openalex.org/W2124850080","https://openalex.org/W2127948248","https://openalex.org/W2164497299","https://openalex.org/W2611647730","https://openalex.org/W2752844477","https://openalex.org/W2792278755","https://openalex.org/W2903959724","https://openalex.org/W2921773252","https://openalex.org/W2926366943","https://openalex.org/W2964288524","https://openalex.org/W2982126608","https://openalex.org/W2994996873","https://openalex.org/W3024961463","https://openalex.org/W3033046106","https://openalex.org/W3082366774","https://openalex.org/W3091985207","https://openalex.org/W3121961436","https://openalex.org/W3133180605","https://openalex.org/W3138409313","https://openalex.org/W3156356077","https://openalex.org/W3175715598","https://openalex.org/W3183340146","https://openalex.org/W3199376589","https://openalex.org/W4210412222","https://openalex.org/W4211079213","https://openalex.org/W4213393122","https://openalex.org/W4239770677","https://openalex.org/W4294975661","https://openalex.org/W4379010300","https://openalex.org/W4385834631"],"related_works":["https://openalex.org/W2036697162","https://openalex.org/W2140812588","https://openalex.org/W2411113819","https://openalex.org/W2072887367","https://openalex.org/W2332386680","https://openalex.org/W2561315646","https://openalex.org/W2248621902","https://openalex.org/W2003779889","https://openalex.org/W2164760767","https://openalex.org/W4205698120"],"abstract_inverted_index":{"Music":[0],"is":[1,20,101,175],"an":[2,43,117,198],"important":[3],"way":[4],"for":[5,51,69,148],"emotion":[6,59,81,112,160,262],"expression,":[7],"and":[8,41,83,128,143,169,171,180,187,207,225,254],"traditional":[9],"manual":[10],"composition":[11],"requires":[12],"a":[13,24,70,145,149],"solid":[14],"knowledge":[15],"of":[16,132,158,217,229,232],"music":[17,34,48,84,99,193,200,234,256],"theory.":[18],"It":[19],"needed":[21],"to":[22,29,96,167,177],"find":[23],"simple":[25],"but":[26],"accurate":[27],"method":[28],"express":[30],"personal":[31],"emotions":[32],"in":[33,152,239],"creation.":[35],"In":[36,109,191],"this":[37],"paper,":[38],"we":[39,115,196],"propose":[40,116,197],"implement":[42],"EEG":[44],"signal\u2010driven":[45],"real\u2010time":[46,58,111,159,261],"emotional":[47,54,107,199,240],"generation":[49,194,201],"system":[50,63,249],"generating":[52],"exclusive":[53,98,255],"music.":[55],"To":[56],"achieve":[57],"recognition,":[60],"the":[61,66,79,90,93,104,110,130,136,156,172,184,192,215,218,227,230,236,247,259],"proposed":[62,137,248],"can":[64,141,250],"obtain":[65,142],"model":[67,147],"suitable":[68,146],"newcomer":[71],"quickly":[72],"through":[73],"short\u2010time":[74],"calibration.":[75],"And":[76],"then,":[77],"both":[78],"recognized":[80],"state":[82],"structure":[85,205],"features":[86,206],"are":[87],"fed":[88],"into":[89,135,210],"network":[91,202],"as":[92],"conditional":[94],"inputs":[95],"generate":[97,251],"which":[100,154,213],"consistent":[102,257],"with":[103,235,258],"user\u2019s":[105,260],"real":[106],"expression.":[108,241],"recognition":[113,263],"module,":[114,195],"optimized":[118],"style":[119],"transfer":[120],"mapping":[121],"algorithm":[122],"based":[123,203],"on":[124,183,204],"simplified":[125],"parameter":[126],"optimization":[127],"introduce":[129],"strategy":[131],"instance":[133],"selection":[134],"method.":[138],"The":[139,162,242],"module":[140],"calibrate":[144],"new":[150],"user":[151],"short\u2010time,":[153],"achieves":[155],"purpose":[157],"recognition.":[161],"accuracies":[163],"have":[164],"been":[165],"improved":[166],"86.78%":[168],"77.68%,":[170],"computing":[173],"time":[174],"just":[176],"7":[178],"s":[179,182],"10":[181],"public":[185],"SEED":[186],"self\u2010collected":[188],"datasets,":[189],"respectively.":[190],"embed":[208],"it":[209],"our":[211],"system,":[212],"breaks":[214],"limitation":[216],"existing":[219],"systems":[220],"by":[221],"calling":[222],"third\u2010party":[223],"software":[224],"realizes":[226],"controllability":[228],"consistency":[231],"generated":[233],"actual":[237],"one":[238],"experimental":[243],"results":[244],"show":[245],"that":[246],"fluent,":[252],"complete,":[253],"results.":[264]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-09T07:00:12.390032","created_date":"2025-10-10T00:00:00"}