{"id":"https://openalex.org/W4312232211","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892702","title":"MRGAN: Multi-Criteria Relational GAN for Lyrics-Conditional Melody Generation","display_name":"MRGAN: Multi-Criteria Relational GAN for Lyrics-Conditional Melody Generation","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4312232211","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892702"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn55064.2022.9892702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892702","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Joint Conference on Neural Networks (IJCNN)","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/A5063874810","display_name":"Fanglei Sun","orcid":"https://orcid.org/0000-0002-4302-2512"},"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":"Fanglei Sun","raw_affiliation_strings":["School of Software Engineering, South China University of Technology,Guangzhou,China","School of Software Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology,Guangzhou,China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035133018","display_name":"Qian Tao","orcid":"https://orcid.org/0000-0002-8416-7224"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]},{"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":["CA","CN"],"is_corresponding":false,"raw_author_name":"Qian Tao","raw_affiliation_strings":["School of Software Engineering, South China University of Technology,Guangzhou,China","Concordia Institute for Information Systems Engineering, Concordia University, Montreal, Canada","School of Software Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology,Guangzhou,China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101739661","display_name":"Jun Yan","orcid":"https://orcid.org/0000-0001-8799-5554"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jun Yan","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering, Concordia University,Montreal,Canada","Concordia Institute for Information Systems Engineering, Concordia University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering, Concordia University,Montreal,Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101991465","display_name":"Jianqiao Hu","orcid":"https://orcid.org/0000-0003-2867-0842"},"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":"Jianqiao Hu","raw_affiliation_strings":["School of Software Engineering, South China University of Technology,Guangzhou,China","School of Software Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology,Guangzhou,China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112251810","display_name":"Zongyuan Yang","orcid":"https://orcid.org/0000-0001-9228-2268"},"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":"Zongyuan Yang","raw_affiliation_strings":["School of Software Engineering, South China University of Technology,Guangzhou,China","School of Software Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology,Guangzhou,China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9994000196456909,"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/T11309","display_name":"Music and Audio Processing","score":0.9994000196456909,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9939000010490417,"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"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9901999831199646,"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/computer-science","display_name":"Computer science","score":0.8000056147575378},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.787571132183075},{"id":"https://openalex.org/keywords/lyrics","display_name":"Lyrics","score":0.7664353847503662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5810222029685974},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5325658917427063},{"id":"https://openalex.org/keywords/bleu","display_name":"BLEU","score":0.5120535492897034},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5077746510505676},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.480436772108078},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.47505995631217957},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4295300841331482},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4288560450077057},{"id":"https://openalex.org/keywords/melody","display_name":"Melody","score":0.42380011081695557},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3955477476119995},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3234337568283081},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.23613879084587097},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.1516268253326416},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.07816436886787415}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8000056147575378},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.787571132183075},{"id":"https://openalex.org/C2776436406","wikidata":"https://www.wikidata.org/wiki/Q602446","display_name":"Lyrics","level":2,"score":0.7664353847503662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5810222029685974},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5325658917427063},{"id":"https://openalex.org/C622187","wikidata":"https://www.wikidata.org/wiki/Q3500773","display_name":"BLEU","level":3,"score":0.5120535492897034},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5077746510505676},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.480436772108078},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.47505995631217957},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4295300841331482},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4288560450077057},{"id":"https://openalex.org/C43803900","wikidata":"https://www.wikidata.org/wiki/Q170412","display_name":"Melody","level":3,"score":0.42380011081695557},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3955477476119995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3234337568283081},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.23613879084587097},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.1516268253326416},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.07816436886787415},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn55064.2022.9892702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892702","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2003419296","https://openalex.org/W2064675550","https://openalex.org/W2101105183","https://openalex.org/W2125389028","https://openalex.org/W2739748921","https://openalex.org/W2754229890","https://openalex.org/W2792210438","https://openalex.org/W2808437126","https://openalex.org/W2908747729","https://openalex.org/W2963073614","https://openalex.org/W2963456134","https://openalex.org/W2963870701","https://openalex.org/W2964024144","https://openalex.org/W2964268978","https://openalex.org/W2978471471","https://openalex.org/W2982753834","https://openalex.org/W3154236293","https://openalex.org/W3199207110","https://openalex.org/W3200757236","https://openalex.org/W4287688462","https://openalex.org/W4320013936","https://openalex.org/W6678815747","https://openalex.org/W6727862155","https://openalex.org/W6729966448","https://openalex.org/W6741832134","https://openalex.org/W6749351710","https://openalex.org/W6752675014","https://openalex.org/W6757992745"],"related_works":["https://openalex.org/W2360952181","https://openalex.org/W4293202849","https://openalex.org/W1980965563","https://openalex.org/W1489300767","https://openalex.org/W2118466154","https://openalex.org/W4310670065","https://openalex.org/W634160686","https://openalex.org/W1984378309","https://openalex.org/W2413768264","https://openalex.org/W2363573956"],"abstract_inverted_index":{"Music":[0],"generation,":[1],"as":[2],"a":[3,41,59,84,92,129],"creativity":[4],"problem,":[5],"attracts":[6],"growing":[7],"attention":[8],"from":[9,31],"artificial":[10],"intelligence":[11],"researchers.":[12],"Among":[13],"the":[14,77,101,110,123,140],"challenging":[15],"tasks,":[16],"lyrics-conditional":[17,141],"melody":[18,142],"generation":[19,61,70],"aims":[20],"to":[21,28,57,138],"leverage":[22],"natural":[23],"language":[24],"processing":[25],"(NLP)":[26],"techniques":[27],"generate":[29],"music":[30],"texts,":[32],"for":[33,105],"which":[34,82],"Generative":[35],"Adversarial":[36],"Networks":[37],"(GAN)":[38],"has":[39,64,134],"become":[40],"promising":[42],"unsupervised":[43],"solution.":[44],"The":[45,97],"adversarial":[46],"training":[47],"of":[48],"two":[49,89,111],"agents,":[50],"i.e.,":[51],"generator":[52,87,102],"and":[53,63,88,118],"discriminator,":[54],"allows":[55],"GAN":[56,80],"achieve":[58],"better":[60],"performance":[62],"been":[65],"proven":[66],"effective":[67],"in":[68,100,152],"conditional":[69,119],"tasks.":[71],"In":[72],"this":[73],"paper,":[74],"we":[75],"propose":[76],"multi-criteria":[78],"relational":[79,98],"(MRGAN),":[81],"includes":[83],"relation":[85],"memory-based":[86],"discriminators":[90,112],"with":[91],"unique":[93],"discrimination":[94],"criterion":[95],"each.":[96],"memory":[99],"is":[103],"adopted":[104],"long-time":[106],"dependency":[107],"modeling.":[108],"Meanwhile,":[109],"can":[113],"judge":[114],"both":[115],"musical":[116],"quality":[117],"correspondence.":[120],"Based":[121],"on":[122],"bilingual":[124],"evaluation":[125],"understudy":[126],"(BLEU)":[127],"score,":[128],"new":[130],"metric,":[131],"named":[132],"Music-BLEU,":[133],"also":[135],"be":[136],"designed":[137],"evaluate":[139],"generation.":[143],"Experimental":[144],"results":[145],"verify":[146],"that":[147],"MRGAN":[148],"outperforms":[149],"existing":[150],"approaches":[151],"related":[153],"key":[154],"metrics.":[155]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
