{"id":"https://openalex.org/W4391660208","doi":"https://doi.org/10.1631/fitee.2300359","title":"Style-conditioned music generation with Transformer-GANs","display_name":"Style-conditioned music generation with Transformer-GANs","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391660208","doi":"https://doi.org/10.1631/fitee.2300359"},"language":"en","primary_location":{"id":"doi:10.1631/fitee.2300359","doi":"https://doi.org/10.1631/fitee.2300359","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.2300359","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology & Electronic Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5069428644","display_name":"W.X. Wang","orcid":"https://orcid.org/0009-0006-0589-8157","observed_orcids":["https://orcid.org/0009-0006-0589-8157"]},"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":true,"raw_author_name":"Weining Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0006-0589-8157","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462960","display_name":"Jiahui Li","orcid":"https://orcid.org/0000-0002-5455-9374","observed_orcids":["https://orcid.org/0000-0002-5455-9374"]},"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":"Jiahui Li","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427013","display_name":"Yifan Li","orcid":"https://orcid.org/0000-0001-6550-3002","observed_orcids":["https://orcid.org/0000-0001-6550-3002"]},"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":"Yifan Li","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036301580","display_name":"Xiaofen Xing","orcid":"https://orcid.org/0000-0002-0016-9055","observed_orcids":["https://orcid.org/0000-0002-0016-9055"]},"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":true,"raw_author_name":"Xiaofen Xing","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0016-9055","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036301580","https://openalex.org/A5069428644"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":72.2491,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.99932834,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"25","issue":"1","first_page":"106","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.5479000210762024,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.5479000210762024,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.42899999022483826,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.013299999758601189,"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/linear-transformer","display_name":"linear transformer","score":0.722000002861023},{"id":"https://openalex.org/keywords/adversarial-machine-learning","display_name":"adversarial learning","score":0.9150000214576721},{"id":"https://openalex.org/keywords/musical-composition","display_name":"music composition","score":0.4650000035762787}],"concepts":[{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5962026119232178},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5576378107070923},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.30446624755859375},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.26495152711868286},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14682802557945251},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1342673897743225},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1631/fitee.2300359","doi":"https://doi.org/10.1631/fitee.2300359","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.2300359","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology & Electronic Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1982571850","https://openalex.org/W2016589492","https://openalex.org/W2091863045","https://openalex.org/W2137768357","https://openalex.org/W2145604210","https://openalex.org/W2547875792","https://openalex.org/W2744457411","https://openalex.org/W2746068898","https://openalex.org/W2772474126","https://openalex.org/W2782255520","https://openalex.org/W2798861951","https://openalex.org/W2884558435","https://openalex.org/W2885835225","https://openalex.org/W2898827701","https://openalex.org/W2908747729","https://openalex.org/W2951730067","https://openalex.org/W2959772220","https://openalex.org/W2963341956","https://openalex.org/W2971689018","https://openalex.org/W2975076716","https://openalex.org/W2994781558","https://openalex.org/W3015625764","https://openalex.org/W3021338226","https://openalex.org/W3034559727","https://openalex.org/W3038344852","https://openalex.org/W3043786446","https://openalex.org/W3047325651","https://openalex.org/W3092850823","https://openalex.org/W3092879656","https://openalex.org/W3096831136","https://openalex.org/W3108047681","https://openalex.org/W3122515622","https://openalex.org/W3175663427","https://openalex.org/W3182909996","https://openalex.org/W3201026571","https://openalex.org/W3213549365","https://openalex.org/W4224330111","https://openalex.org/W4292794278","https://openalex.org/W4292830157","https://openalex.org/W4386215130","https://openalex.org/W4391924849","https://openalex.org/W6600710808","https://openalex.org/W6602203279","https://openalex.org/W6604551671","https://openalex.org/W6604666239","https://openalex.org/W6950401703","https://openalex.org/W6968608748"],"related_works":["https://openalex.org/W4292794278","https://openalex.org/W7133980291","https://openalex.org/W3108047681","https://openalex.org/W7133229781","https://openalex.org/W4402570279","https://openalex.org/W4387774129","https://openalex.org/W7162486958","https://openalex.org/W6950152886","https://openalex.org/W2782255520","https://openalex.org/W4386939443"],"abstract_inverted_index":{"Recently,":[0],"various":[1],"algorithms":[2],"have":[3],"been":[4,19],"developed":[5],"for":[6,133],"generating":[7],"appealing":[8],"music.":[9,46],"However,":[10],"the":[11,15,26,41,84,100,106,122,134,138,141,170,174,180],"style":[12,23,103],"control":[13],"in":[14,83,173,185],"generation":[16,55],"process":[17],"has":[18],"somewhat":[20],"overlooked.":[21],"Music":[22],"refers":[24],"to":[25,120,164],"representative":[27],"and":[28,36,76,98,150],"unique":[29],"appearance":[30],"presented":[31],"by":[32],"a":[33,60,68,77,130],"musical":[34,62,91],"work,":[35],"it":[37],"is":[38,167],"one":[39],"of":[40,45,58,102,124,140,153,176,182],"most":[42],"salient":[43],"qualities":[44],"In":[47],"this":[48],"paper,":[49],"we":[50,128],"propose":[51],"an":[52,111],"innovative":[53,117],"music":[54,125,146,165,177],"algorithm":[56],"capable":[57],"creating":[59],"complete":[61],"composition":[63],"from":[64],"scratch":[65],"based":[66],"on":[67],"specified":[69],"target":[70],"style.":[71],"A":[72],"style-conditioned":[73,78,87,107],"linear":[74,88],"Transformer":[75,89],"patch":[79,108],"discriminator":[80,109],"are":[81],"introduced":[82],"model.":[85],"The":[86],"models":[90],"instrument":[92],"digital":[93],"interface":[94],"(MIDI)":[95],"event":[96],"sequences":[97],"emphasizes":[99],"role":[101],"information.":[104],"Simultaneously,":[105],"applies":[110],"adversarial":[112],"learning":[113],"mechanism":[114],"with":[115,162,179],"two":[116],"loss":[118],"functions":[119],"enhance":[121],"modeling":[123],"sequences.":[126],"Moreover,":[127],"establish":[129],"discriminative":[131],"metric":[132],"first":[135],"time,":[136],"enabling":[137],"evaluation":[139],"generated":[142],"music\u2019s":[143],"consistency":[144],"concerning":[145],"styles.":[147],"Both":[148],"objective":[149],"subjective":[151],"evaluations":[152],"our":[154,159],"experimental":[155],"results":[156],"indicate":[157],"that":[158],"method\u2019s":[160],"performance":[161],"regard":[163],"production":[166,178],"better":[168],"than":[169],"performances":[171],"encountered":[172],"case":[175],"use":[181],"state-of-the-art":[183],"methods":[184],"available":[186],"public":[187],"datasets.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":20},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-02-09T00:00:00"}