{"id":"https://openalex.org/W4311361703","doi":"https://doi.org/10.1186/s13636-022-00261-8","title":"MetaMGC: a music generation framework for concerts in\u00a0metaverse","display_name":"MetaMGC: a music generation framework for concerts in\u00a0metaverse","publication_year":2022,"publication_date":"2022-12-13","ids":{"openalex":"https://openalex.org/W4311361703","doi":"https://doi.org/10.1186/s13636-022-00261-8"},"language":"en","primary_location":{"id":"doi:10.1186/s13636-022-00261-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-022-00261-8","pdf_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-022-00261-8","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-022-00261-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068772612","display_name":"Cong Jin","orcid":"https://orcid.org/0000-0003-0464-9862"},"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":"Cong Jin","raw_affiliation_strings":["School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081844658","display_name":"Fengjuan Wu","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":"Fengjuan Wu","raw_affiliation_strings":["School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378497","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0002-3653-9951"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Wang","raw_affiliation_strings":["School of Information and Electronicsy, Beijing Institute of Technology, Zhongguancun Nanda Street, 100081, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3653-9951","affiliations":[{"raw_affiliation_string":"School of Information and Electronicsy, Beijing Institute of Technology, Zhongguancun Nanda Street, 100081, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120061442","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-4468-3926"},"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":"Yang Liu","raw_affiliation_strings":["School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110898687","display_name":"Zixuan Guan","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":"Zixuan Guan","raw_affiliation_strings":["School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101978143","display_name":"Zhe Han","orcid":"https://orcid.org/0000-0002-7095-071X"},"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":"Zhe Han","raw_affiliation_strings":["School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Communication University of China, Dingfuzhuang East Street, 100024, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100378497"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":{"value":1115,"currency":"GBP","value_usd":1367},"apc_paid":{"value":1115,"currency":"GBP","value_usd":1367},"fwci":3.2522,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92954025,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"2022","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9902999997138977,"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":0.9902999997138977,"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/T10860","display_name":"Speech and Audio Processing","score":0.9822999835014343,"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9783999919891357,"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":0.8767343759536743},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.6927595138549805},{"id":"https://openalex.org/keywords/metaverse","display_name":"Metaverse","score":0.6868495941162109},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.4948498606681824},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4556974470615387},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.42811480164527893},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.41788890957832336},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.3489503562450409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31798255443573},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.1244342029094696}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8767343759536743},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.6927595138549805},{"id":"https://openalex.org/C53332860","wikidata":"https://www.wikidata.org/wiki/Q2632041","display_name":"Metaverse","level":3,"score":0.6868495941162109},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.4948498606681824},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4556974470615387},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.42811480164527893},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.41788890957832336},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.3489503562450409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31798255443573},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.1244342029094696},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13636-022-00261-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-022-00261-8","pdf_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-022-00261-8","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a0b787342d504f6e85c8c0bf2c9d3f67","is_oa":true,"landing_page_url":"https://doaj.org/article/a0b787342d504f6e85c8c0bf2c9d3f67","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing, Vol 2022, Iss 1, Pp 1-15 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13636-022-00261-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-022-00261-8","pdf_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-022-00261-8","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1292368757","display_name":null,"funder_award_id":"2018YFB1403903","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1353666267","display_name":null,"funder_award_id":"No. CUC220B018","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2496128653","display_name":null,"funder_award_id":"No.2021YFF0900700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3911486240","display_name":null,"funder_award_id":"CUC220B018","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4087976585","display_name":null,"funder_award_id":"No. 62207029 and 62271454","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G4502607212","display_name":null,"funder_award_id":"62271454","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5750103737","display_name":null,"funder_award_id":"62207029","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"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/W4311361703.pdf","grobid_xml":"https://content.openalex.org/works/W4311361703.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2051203581","https://openalex.org/W2162911105","https://openalex.org/W2601110281","https://openalex.org/W2616321149","https://openalex.org/W2616802817","https://openalex.org/W2772474126","https://openalex.org/W2889516184","https://openalex.org/W2898827701","https://openalex.org/W2950708625","https://openalex.org/W2963103134","https://openalex.org/W2963223306","https://openalex.org/W2963609956","https://openalex.org/W2964110616","https://openalex.org/W2964268978","https://openalex.org/W2978885571","https://openalex.org/W2982624843","https://openalex.org/W3044194010","https://openalex.org/W3092879656","https://openalex.org/W3097945073","https://openalex.org/W3111403451","https://openalex.org/W3160970338","https://openalex.org/W3207644166","https://openalex.org/W3211570179","https://openalex.org/W4251335815","https://openalex.org/W4292829986","https://openalex.org/W6600553734","https://openalex.org/W6601065604","https://openalex.org/W6601202783","https://openalex.org/W6601215536","https://openalex.org/W6602203279","https://openalex.org/W6603205221","https://openalex.org/W6606337413","https://openalex.org/W6748409065"],"related_works":["https://openalex.org/W2317723112","https://openalex.org/W2475724061","https://openalex.org/W2773393136","https://openalex.org/W2174706483","https://openalex.org/W2997121352","https://openalex.org/W419536403","https://openalex.org/W2506280730","https://openalex.org/W4237969969","https://openalex.org/W1594297642","https://openalex.org/W2366328218"],"abstract_inverted_index":{"Abstract":[0],"In":[1,143],"recent":[2],"years,":[3],"there":[4],"has":[5],"been":[6],"a":[7,73,148,162,167,195],"national":[8],"craze":[9],"for":[10,34,60,90],"metaverse":[11,74],"concerts.":[12],"However,":[13],"existing":[14],"meta-universe":[15],"concert":[16,75,92],"efforts":[17],"often":[18],"focus":[19],"on":[20,161],"immersive":[21,43,55],"visual":[22],"experiences":[23,57],"and":[24,30,41,54,86,101,111,139],"lack":[25],"consideration":[26],"of":[27,64,98,136],"the":[28,38,42,48,61,65,96,104,116,119,131,172],"musical":[29,56],"aural":[31],"experience.":[32],"But":[33],"concerts,":[35],"it":[36],"is":[37,58,109],"beautiful":[39],"music":[40,81,106,117],"listening":[44],"experience":[45],"that":[46,124,152],"deserve":[47],"most":[49],"attention.":[50],"Therefore,":[51],"enhancing":[52],"intelligent":[53,80],"essential":[59],"further":[62],"development":[63],"metaverse.":[66],"With":[67],"this":[68,145],"in":[69,113,118,134],"mind,":[70],"we":[71,193],"propose":[72,194],"generation":[76,82,107,187],"framework":[77],"\u2014":[78],"from":[79],"to":[83,156,178,200],"stereo":[84],"conversion":[85],"sound":[87],"field":[88],"design":[89],"virtual":[91],"stages.":[93],"First,":[94],"combining":[95],"ideas":[97],"reinforcement":[99],"learning":[100],"value":[102],"functions,":[103],"Transformer-XL":[105],"network":[108,165],"improved":[110,126],"used":[112,155],"training":[114],"all":[115],"POP909":[120],"dataset.":[121],"Experiments":[122],"show":[123],"both":[125],"algorithms":[127],"have":[128],"advantages":[129],"over":[130],"original":[132],"method":[133,151],"terms":[135],"objective":[137],"evaluation":[138,141],"subjective":[140],"metrics.":[142],"addition,":[144],"paper":[146],"validates":[147],"neural":[149,164],"rendering":[150,198],"can":[153],"be":[154,179],"generate":[157],"spatial":[158,185],"audio":[159,186,197],"based":[160],"binaural-integrated":[163],"with":[166,183],"fully":[168],"convolutional":[169],"technique.":[170],"And":[171],"purely":[173],"data-driven":[174],"end-to-end":[175],"model":[176],"performs":[177],"more":[180],"reliable":[181],"compared":[182],"traditional":[184],"methods":[188],"such":[189],"as":[190],"HRTF.":[191],"Finally,":[192],"metadata-based":[196],"algorithm":[199],"simulate":[201],"real-world":[202],"acoustic":[203],"environments.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}