{"id":"https://openalex.org/W4396948185","doi":"https://doi.org/10.4018/ijswis.343491","title":"Enhancing Music Generation With a Semantic-Based Sequence-to-Music Transformer Framework","display_name":"Enhancing Music Generation With a Semantic-Based Sequence-to-Music Transformer Framework","publication_year":2024,"publication_date":"2024-05-16","ids":{"openalex":"https://openalex.org/W4396948185","doi":"https://doi.org/10.4018/ijswis.343491"},"language":"en","primary_location":{"id":"doi:10.4018/ijswis.343491","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijswis.343491","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=343491&isxn=9798369324684","source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"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 on Semantic Web and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=343491&isxn=9798369324684","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103950237","display_name":"Yang Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I89381930","display_name":"Shangqiu Normal University","ror":"https://ror.org/008m8sh03","country_code":"CN","type":"education","lineage":["https://openalex.org/I89381930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Xu","raw_affiliation_strings":["Conservatory of Music, Shangqiu Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Conservatory of Music, Shangqiu Normal University, China","institution_ids":["https://openalex.org/I89381930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103950237"],"corresponding_institution_ids":["https://openalex.org/I89381930"],"apc_list":null,"apc_paid":null,"fwci":0.6485,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62807629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"20","issue":"1","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9993000030517578,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.992900013923645,"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/transformer","display_name":"Transformer","score":0.5352784991264343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4589461088180542},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.44247370958328247},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19175374507904053},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15025466680526733},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10828763246536255},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07690659165382385}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5352784991264343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4589461088180542},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.44247370958328247},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19175374507904053},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15025466680526733},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10828763246536255},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07690659165382385},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijswis.343491","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijswis.343491","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=343491&isxn=9798369324684","source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"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 on Semantic Web and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jswis0:v:20:y:2024:i:1:p:1-19","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSWIS.343491","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.4018/ijswis.343491","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijswis.343491","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=343491&isxn=9798369324684","source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"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 on Semantic Web and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396948185.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1977168243","https://openalex.org/W2142177998","https://openalex.org/W2475687244","https://openalex.org/W2558748708","https://openalex.org/W2613703610","https://openalex.org/W2794372970","https://openalex.org/W2884561390","https://openalex.org/W2896405912","https://openalex.org/W3015625764","https://openalex.org/W3038344852","https://openalex.org/W3049247973","https://openalex.org/W3128063494","https://openalex.org/W3131643527","https://openalex.org/W3134112078","https://openalex.org/W3139244586","https://openalex.org/W3143466921","https://openalex.org/W3154376189","https://openalex.org/W3196954682","https://openalex.org/W3212095079","https://openalex.org/W3213225290","https://openalex.org/W4205175531","https://openalex.org/W4213065755","https://openalex.org/W4213223968","https://openalex.org/W4226044115","https://openalex.org/W4226290276","https://openalex.org/W4247577772","https://openalex.org/W4285219276","https://openalex.org/W4293203252","https://openalex.org/W4307008216","https://openalex.org/W4313143594","https://openalex.org/W4313476434","https://openalex.org/W4320712896","https://openalex.org/W4321792464","https://openalex.org/W4327524109","https://openalex.org/W4365808243","https://openalex.org/W4372260038","https://openalex.org/W4382053399","https://openalex.org/W4384517588","https://openalex.org/W4385301077","https://openalex.org/W4385327052","https://openalex.org/W4385482794","https://openalex.org/W4385488702","https://openalex.org/W4385801534","https://openalex.org/W6771747371"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Music":[0,45,115],"generation":[1,128],"became":[2],"a":[3,31,36,50,63,142],"platform":[4],"for":[5,18,44],"creative":[6,21],"expression,":[7],"promoting":[8],"artistic":[9],"innovation,":[10],"personalized":[11],"experiences,":[12],"and":[13,20,126],"cultural":[14],"integration,":[15],"with":[16],"implications":[17],"education":[19],"industry":[22],"development.":[23],"But":[24],"generating":[25],"music":[26,56,96],"that":[27],"resonates":[28],"emotionally":[29],"is":[30,99,133],"challenge.":[32],"Therefore,":[33],"we":[34],"introduce":[35],"new":[37],"framework":[38,48],"called":[39],"the":[40,84,87,95,106,121,127],"Sequence-to-Music":[41],"Transformer":[42,53],"Framework":[43],"Generation.":[46],"This":[47],"employs":[49],"simple":[51],"encoder-decoder":[52],"to":[54,71,93],"model":[55,69,107],"by":[57,76],"transforming":[58],"its":[59],"fundamental":[60],"notes":[61],"into":[62,120],"sequence":[64,74],"of":[65,83,145],"discrete":[66],"tokens.":[67,114],"The":[68,78,135],"learns":[70],"generate":[72,94],"this":[73],"token":[75],"token.":[77],"encoder":[79],"extracts":[80],"melodic":[81,116],"features":[82,92,117],"music,":[85],"while":[86],"decoder":[88,122],"uses":[89],"these":[90],"extracted":[91],"sequence.":[97],"Generation":[98],"performed":[100],"in":[101],"an":[102],"auto-regressive":[103],"manner,":[104],"meaning":[105],"generates":[108],"tokens":[109],"based":[110],"on":[111,141],"previously":[112],"observed":[113],"are":[118],"integrated":[119],"through":[123],"cross-attention":[124],"layers,":[125],"process":[129],"concludes":[130],"when":[131],"\u201cend\u201d":[132],"generated.":[134],"experimental":[136],"results":[137],"achieve":[138],"state-of-the-art":[139],"performance":[140],"wide":[143],"range":[144],"datasets.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
