{"id":"https://openalex.org/W6968969520","doi":"https://doi.org/10.5281/zenodo.14877350","title":"Exploring Musical Roots: Applying Audio Embeddings to Empower Influence Attribution for a Generative Music Model","display_name":"Exploring Musical Roots: Applying Audio Embeddings to Empower Influence Attribution for a Generative Music Model","publication_year":2024,"publication_date":"2024-11-10","ids":{"openalex":"https://openalex.org/W6968969520","doi":"https://doi.org/10.5281/zenodo.14877350"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.14877350","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14877350","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.14877350","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Julia Barnett","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Julia Barnett","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Hugo Flores Garc\u00eda","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hugo Flores Garc\u00eda","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Bryan Pardo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bryan Pardo","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46072688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11110","display_name":"Stability and Controllability of Differential Equations","score":0.8330000042915344,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11110","display_name":"Stability and Controllability of Differential Equations","score":0.8330000042915344,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10541","display_name":"Nonlinear Differential Equations Analysis","score":0.025599999353289604,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10940","display_name":"Navier-Stokes equation solutions","score":0.02410000003874302,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.739300012588501},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.5625},{"id":"https://openalex.org/keywords/melody","display_name":"Melody","score":0.526199996471405},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5181000232696533},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48350000381469727},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.47760000824928284},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.444599986076355},{"id":"https://openalex.org/keywords/digital-audio","display_name":"Digital audio","score":0.42170000076293945}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.739300012588501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6103000044822693},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.5625},{"id":"https://openalex.org/C43803900","wikidata":"https://www.wikidata.org/wiki/Q170412","display_name":"Melody","level":3,"score":0.526199996471405},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5181000232696533},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48350000381469727},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.47760000824928284},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.444599986076355},{"id":"https://openalex.org/C87687168","wikidata":"https://www.wikidata.org/wiki/Q173114","display_name":"Digital audio","level":4,"score":0.42170000076293945},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.40209999680519104},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.3937999904155731},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.36800000071525574},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3416999876499176},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3294000029563904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3167000114917755},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.30329999327659607},{"id":"https://openalex.org/C73520026","wikidata":"https://www.wikidata.org/wiki/Q7229091","display_name":"Pop music automation","level":4,"score":0.3003000020980835},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.29760000109672546},{"id":"https://openalex.org/C114611597","wikidata":"https://www.wikidata.org/wiki/Q373342","display_name":"Popular music","level":2,"score":0.29589998722076416},{"id":"https://openalex.org/C164218810","wikidata":"https://www.wikidata.org/wiki/Q7933382","display_name":"Violin musical styles","level":3,"score":0.28999999165534973},{"id":"https://openalex.org/C2776931063","wikidata":"https://www.wikidata.org/wiki/Q4781738","display_name":"Appropriation","level":2,"score":0.271699994802475},{"id":"https://openalex.org/C131503682","wikidata":"https://www.wikidata.org/wiki/Q208365","display_name":"Ethnomusicology","level":3,"score":0.27070000767707825},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.14877350","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14877350","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.5281/zenodo.14877350","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14877350","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"sustainable_development_goals":[{"score":0.4846457839012146,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Every":[0],"artist":[1],"has":[2,17],"a":[3,43,56,68,94,106,118],"creative":[4,40],"process":[5],"that":[6,37,70,127],"draws":[7],"inspiration":[8],"from":[9,161],"previous":[10],"artists":[11],"and":[12,86,158],"their":[13,39],"works.":[14,53],"Today,":[15],"\"inspiration\"":[16],"been":[18],"automated":[19,146],"by":[20],"generative":[21,110,150],"music":[22,65,111],"models.":[23],"The":[24],"black":[25],"box":[26],"nature":[27],"of":[28,34,64,82,96,129],"these":[29],"models":[30],"obscures":[31],"the":[32,35,80,125],"identity":[33],"works":[36],"influence":[38,147],"output.":[41],"As":[42],"result,":[44],"users":[45,159],"may":[46],"inadvertently":[47],"appropriate":[48],"or":[49],"copy":[50],"existing":[51],"artists'":[52],"We":[54,78,113,122],"establish":[55],"replicable":[57],"methodology":[58],"to":[59,90,102,144,154,164],"systematically":[60],"identify":[61],"similar":[62],"pieces":[63],"audio":[66,99,131],"in":[67,93],"manner":[69],"is":[71,142],"useful":[72],"for":[73],"understanding":[74],"training":[75],"data":[76],"attribution.":[77],"compare":[79],"effect":[81,126],"applying":[83],"CLMR":[84],"[1]":[85],"CLAP":[87],"[2]":[88],"embeddings":[89],"similarity":[91,138],"measurement":[92],"set":[95],"5":[97],"million":[98],"clips":[100],"used":[101],"train":[103],"VampNet":[104],"[3],":[105],"recent":[107],"open":[108],"source":[109],"model.":[112],"validate":[114],"this":[115,170],"approach":[116],"with":[117],"human":[119],"listening":[120],"study.":[121],"also":[123],"explore":[124],"modifications":[128],"an":[130],"example":[132],"(e.g.,":[133],"pitch":[134],"shifting)":[135],"have":[136],"on":[137],"measurements.":[139],"This":[140],"work":[141],"foundational":[143],"incorporating":[145],"attribution":[148],"into":[149],"modeling,":[151],"which":[152],"promises":[153],"let":[155],"model":[156],"creators":[157],"move":[160],"ignorant":[162],"appropriation":[163],"informed":[165],"creation.":[166],"Audio":[167],"samples":[168],"accompanying":[169],"paper":[171],"are":[172],"available":[173],"at":[174],"tinyurl.com/exploring-musical-roots.":[175]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}