{"id":"https://openalex.org/W7134285822","doi":"https://doi.org/10.1186/s13677-026-00854-0","title":"Integrating AI and cloud-edge technologies for music creation in educational and performance domains","display_name":"Integrating AI and cloud-edge technologies for music creation in educational and performance domains","publication_year":2026,"publication_date":"2026-03-09","ids":{"openalex":"https://openalex.org/W7134285822","doi":"https://doi.org/10.1186/s13677-026-00854-0"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-026-00854-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00854-0","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13677-026-00854-0.pdf","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s13677-026-00854-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128404075","display_name":"Xue Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114483","display_name":"Chongqing Vocational and Technical University of Mechatronics","ror":"https://ror.org/01jsjgv89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210114483"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xue Fan","raw_affiliation_strings":["Sichuan Vocational College of Arts, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Sichuan Vocational College of Arts, Chengdu, China","institution_ids":["https://openalex.org/I4210114483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128547830","display_name":"Wei Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153393","display_name":"Geely (China)","ror":"https://ror.org/0446d5v35","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210153393"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zou","raw_affiliation_strings":["Business School, Geely College of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Business School, Geely College of China, Chengdu, China","institution_ids":["https://openalex.org/I4210153393"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128539354","display_name":"M. K. Moghimi","orcid":null},"institutions":[{"id":"https://openalex.org/I180634299","display_name":"University of Sistan and Baluchestan","ror":"https://ror.org/02n43xw86","country_code":"IR","type":"education","lineage":["https://openalex.org/I180634299"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"M. K. Moghimi","raw_affiliation_strings":["Department of Communication Engineering, University of Sistan and Baluchestan, Zahedan, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Communication Engineering, University of Sistan and Baluchestan, Zahedan, Iran","institution_ids":["https://openalex.org/I180634299"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128460374","display_name":"Wei Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114483","display_name":"Chongqing Vocational and Technical University of Mechatronics","ror":"https://ror.org/01jsjgv89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210114483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Yi","raw_affiliation_strings":["Sichuan Vocational College of Arts, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Sichuan Vocational College of Arts, Chengdu, China","institution_ids":["https://openalex.org/I4210114483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5128404075"],"corresponding_institution_ids":["https://openalex.org/I4210114483"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80004267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.2612000107765198,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.2612000107765198,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.07829999923706055,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.06379999965429306,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4291999936103821},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.42239999771118164},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.41280001401901245},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4065999984741211},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.38420000672340393},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3840000033378601},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.36410000920295715}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6643000245094299},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4291999936103821},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.42239999771118164},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42149999737739563},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.41280001401901245},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4065999984741211},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.38420000672340393},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3840000033378601},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3682999908924103},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.36410000920295715},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.35530000925064087},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3190999925136566},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3165000081062317},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.30979999899864197},{"id":"https://openalex.org/C53619493","wikidata":"https://www.wikidata.org/wiki/Q4787093","display_name":"Architecture framework","level":3,"score":0.29580000042915344},{"id":"https://openalex.org/C43540301","wikidata":"https://www.wikidata.org/wiki/Q689971","display_name":"Paradigm shift","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27790001034736633},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-026-00854-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00854-0","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13677-026-00854-0.pdf","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:10740d92b2944d4b8ef0ae1c0dc309bc","is_oa":true,"landing_page_url":"https://doaj.org/article/10740d92b2944d4b8ef0ae1c0dc309bc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 15, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-026-00854-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00854-0","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13677-026-00854-0.pdf","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7134285822.pdf","grobid_xml":"https://content.openalex.org/works/W7134285822.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W2530869753","https://openalex.org/W2739883206","https://openalex.org/W2809251854","https://openalex.org/W2900510321","https://openalex.org/W2906159207","https://openalex.org/W3213166752","https://openalex.org/W3213549365","https://openalex.org/W4200327213","https://openalex.org/W4226266288","https://openalex.org/W4285272834","https://openalex.org/W4285602366","https://openalex.org/W4293812074","https://openalex.org/W4294672410","https://openalex.org/W4312940001","https://openalex.org/W4315864977","https://openalex.org/W4366597469","https://openalex.org/W4382138921","https://openalex.org/W4386280890","https://openalex.org/W4386422321","https://openalex.org/W4389297803","https://openalex.org/W4390828922","https://openalex.org/W4391506055","https://openalex.org/W4391566218","https://openalex.org/W4391660208","https://openalex.org/W4392551323","https://openalex.org/W4393147260","https://openalex.org/W4394673727","https://openalex.org/W4395083633","https://openalex.org/W4396238295","https://openalex.org/W4396512854","https://openalex.org/W4398210042","https://openalex.org/W4398245995","https://openalex.org/W4399121637","https://openalex.org/W4399207471","https://openalex.org/W4399351151","https://openalex.org/W4401163877","https://openalex.org/W4401539680","https://openalex.org/W4402704539","https://openalex.org/W4402715807","https://openalex.org/W4402980762","https://openalex.org/W4402987512","https://openalex.org/W4403294788","https://openalex.org/W4403664007","https://openalex.org/W4404024323","https://openalex.org/W4404445207","https://openalex.org/W4405440277","https://openalex.org/W4406528027","https://openalex.org/W4407640380","https://openalex.org/W4408529725","https://openalex.org/W4409336062","https://openalex.org/W4410114739","https://openalex.org/W4411100050","https://openalex.org/W4411353851","https://openalex.org/W4412172710","https://openalex.org/W4412693932","https://openalex.org/W4413096892","https://openalex.org/W4413255136","https://openalex.org/W4413286307","https://openalex.org/W4413346995","https://openalex.org/W4414406014","https://openalex.org/W4415021022","https://openalex.org/W4415157126","https://openalex.org/W4415366841","https://openalex.org/W4415985609","https://openalex.org/W4416128674","https://openalex.org/W4416306539","https://openalex.org/W4417168906"],"related_works":[],"abstract_inverted_index":{"This":[0,194],"paper":[1,98,142,163],"provides":[2,117],"a":[3,14,19],"systematic":[4],"exploration":[5],"of":[6,62,96,121,211],"Artificial":[7],"Intelligence":[8],"(AI)":[9],"for":[10,106,205],"music":[11,109,213],"generation":[12],"within":[13],"cloud-edge":[15,101,198],"synergy":[16,199],"architecture":[17,147],"(i.e.":[18],"coordinated":[20],"cloud\u2013edge":[21],"computing":[22],"paradigm":[23],"where":[24],"the":[25,34,60,77,97,141,149,162,168,201,206],"cloud":[26],"handles":[27],"compute-intensive":[28],"training":[29],"and":[30,38,41,48,53,71,82,92,113,129,137,158,172,175,184,190,208,217,223],"high-fidelity":[31],"generation,":[32,110],"while":[33],"edge":[35],"supports":[36],"latency-sensitive":[37,216],"privacy-critical":[39,218],"inference":[40],"interaction),":[42],"focusing":[43],"on":[44],"its":[45],"deep":[46,209],"integration":[47],"practical":[49],"applications":[50],"across":[51],"educational":[52,150],"performance":[54],"ecosystems.":[55,193],"It":[56,116],"begins":[57],"by":[58,152],"reviewing":[59],"evolution":[61],"key":[63,202],"technologies,":[64],"from":[65],"early":[66],"Recurrent":[67],"Neural":[68],"Networks":[69,74],"(RNNs/LSTMs)":[70],"Generative":[72],"Adversarial":[73],"(GANs)":[75],"to":[76],"current":[78],"mainstream":[79],"Transformer":[80],"architectures":[81,104],"Diffusion":[83],"Models,":[84],"highlighting":[85],"breakthroughs":[86],"in":[87,215],"handling":[88],"long-range":[89],"dependencies,":[90],"fidelity,":[91],"controllability.":[93],"The":[94],"core":[95],"delves":[99],"into":[100],"collaborative":[102],"system":[103],"designed":[105],"scenarios":[107],"involving":[108],"real-time":[111],"interaction,":[112],"multimodal":[114],"alignment.":[115],"an":[118],"in-depth":[119],"analysis":[120],"four":[122],"primary":[123],"collaboration":[124],"models\u2014Edge-first,":[125],"Cloud-first,":[126],"Split":[127],"Inference/Learning,":[128],"Federated":[130],"Personalization\u2014detailing":[131],"their":[132],"characteristics,":[133],"suitable":[134],"application":[135,210],"scenarios,":[136],"inherent":[138],"trade-offs.":[139],"Furthermore,":[140],"comprehensively":[143],"examines":[144],"how":[145],"this":[146],"empowers":[148],"ecosystem":[151],"enabling":[153,203],"resource":[154],"democratization,":[155],"personalized":[156],"learning,":[157],"pedagogical":[159],"innovation.":[160],"Finally,":[161],"identifies":[164],"prevailing":[165],"challenges":[166],"at":[167],"system,":[169],"model,":[170],"ethical/copyright,":[171],"privacy/security":[173],"levels,":[174],"outlines":[176],"future":[177],"research":[178],"directions,":[179],"including":[180],"model-system":[181],"co-design,":[182],"multi-modal":[183],"XR":[185],"integration,":[186],"trustworthy":[187],"copyright":[188],"mechanisms,":[189],"standardized":[191],"open-source":[192],"work":[195],"argues":[196],"that":[197],"is":[200],"technology":[204],"scalable":[207],"AI-driven":[212],"creation":[214],"domains":[219],"such":[220],"as":[221],"education":[222],"performance.":[224]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2026-03-10T00:00:00"}
