{"id":"https://openalex.org/W2409462405","doi":"https://doi.org/10.1142/s1793351x1640002x","title":"Musical Similarity and Commonness Estimation Based on Probabilistic Generative Models of Musical Elements","display_name":"Musical Similarity and Commonness Estimation Based on Probabilistic Generative Models of Musical Elements","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2409462405","doi":"https://doi.org/10.1142/s1793351x1640002x","mag":"2409462405"},"language":"en","primary_location":{"id":"doi:10.1142/s1793351x1640002x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x1640002x","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-351X","issn":["1793-351X","1793-7108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-article"},"type":"article","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/A5039431216","display_name":"Tomoyasu Nakano","orcid":"https://orcid.org/0000-0001-8014-2209"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoyasu Nakano","raw_affiliation_strings":["National Institute of Advanced Industrial, Science and Technology (AIST), Ibaraki 305-8568, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial, Science and Technology (AIST), Ibaraki 305-8568, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067956319","display_name":"Kazuyoshi Yoshii","orcid":"https://orcid.org/0000-0001-8387-8609"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuyoshi Yoshii","raw_affiliation_strings":["Kyoto University, Kyoto 606-8501, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyoto University, Kyoto 606-8501, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030650456","display_name":"Masataka Goto","orcid":"https://orcid.org/0000-0003-1167-0977"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masataka Goto","raw_affiliation_strings":["National Institute of Advanced Industrial, Science and Technology (AIST), Ibaraki 305-8568, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial, Science and Technology (AIST), Ibaraki 305-8568, Japan","institution_ids":["https://openalex.org/I73613424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2501,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.50489249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"10","issue":"01","first_page":"27","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"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":1.0,"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":0.9973999857902527,"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/T10860","display_name":"Speech and Audio Processing","score":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/timbre","display_name":"Timbre","score":0.6979717016220093},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6823742985725403},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.6605665683746338},{"id":"https://openalex.org/keywords/chord","display_name":"Chord (peer-to-peer)","score":0.6556340456008911},{"id":"https://openalex.org/keywords/polyphony","display_name":"Polyphony","score":0.6163965463638306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6045815348625183},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5837827920913696},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.48581647872924805},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.46982502937316895},{"id":"https://openalex.org/keywords/popular-music","display_name":"Popular music","score":0.41957178711891174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39367976784706116},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.37435415387153625},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36816543340682983},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10518324375152588},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.08704632520675659},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.08388453722000122}],"concepts":[{"id":"https://openalex.org/C2776539107","wikidata":"https://www.wikidata.org/wiki/Q176501","display_name":"Timbre","level":3,"score":0.6979717016220093},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6823742985725403},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.6605665683746338},{"id":"https://openalex.org/C194147245","wikidata":"https://www.wikidata.org/wiki/Q1076368","display_name":"Chord (peer-to-peer)","level":2,"score":0.6556340456008911},{"id":"https://openalex.org/C128979739","wikidata":"https://www.wikidata.org/wiki/Q179465","display_name":"Polyphony","level":2,"score":0.6163965463638306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6045815348625183},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5837827920913696},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.48581647872924805},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.46982502937316895},{"id":"https://openalex.org/C114611597","wikidata":"https://www.wikidata.org/wiki/Q373342","display_name":"Popular music","level":2,"score":0.41957178711891174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39367976784706116},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.37435415387153625},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36816543340682983},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10518324375152588},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.08704632520675659},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.08388453722000122},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793351x1640002x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x1640002x","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-351X","issn":["1793-351X","1793-7108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W48943499","https://openalex.org/W84787016","https://openalex.org/W190299453","https://openalex.org/W774541572","https://openalex.org/W1519655822","https://openalex.org/W1835786156","https://openalex.org/W1880262756","https://openalex.org/W1916509133","https://openalex.org/W1973158119","https://openalex.org/W2001014535","https://openalex.org/W2009086942","https://openalex.org/W2020901563","https://openalex.org/W2023800933","https://openalex.org/W2031767620","https://openalex.org/W2038678505","https://openalex.org/W2046390908","https://openalex.org/W2086357144","https://openalex.org/W2128309385","https://openalex.org/W2135251234","https://openalex.org/W2152591660","https://openalex.org/W2154099718","https://openalex.org/W2183774388","https://openalex.org/W2291378481","https://openalex.org/W2294323335","https://openalex.org/W2401535262","https://openalex.org/W2552472274","https://openalex.org/W4255280018"],"related_works":["https://openalex.org/W2411659965","https://openalex.org/W2387677326","https://openalex.org/W4200063482","https://openalex.org/W2357575019","https://openalex.org/W2370117122","https://openalex.org/W2360603947","https://openalex.org/W2371528275","https://openalex.org/W2769570009","https://openalex.org/W2964089573","https://openalex.org/W2700782391"],"abstract_inverted_index":{"This":[0,27],"paper":[1],"proposes":[2],"a":[3,15,18,37,65,68,90,115,120,134,171,229,239],"novel":[4],"concept":[5],"we":[6,113,143],"call":[7],"musical":[8,52,84,99,103,126,189,193],"commonness,":[9,112],"which":[10],"is":[11,234],"the":[12,45,62,78,111,176,179,184,200,206,213,221],"similarity":[13,53,63,79,190,219],"of":[14,20,39,64,70,82,93,97,124,128,178,199,209,215,224,238],"song":[16,66,121,211,230,240],"to":[17,32,67,236],"set":[19,38,69,122],"songs;":[21],"in":[22,44],"other":[23],"words,":[24],"its":[25],"typicality.":[26],"commonness":[28,81,208,225,233],"can":[29,187],"be":[30],"used":[31,144],"retrieve":[33],"representative":[34],"songs":[35,40,42,57,151,216,237],"from":[36,119,137],"(e.g.":[41],"released":[43],"80s":[46],"or":[47],"90s).":[48],"Previous":[49],"research":[50],"on":[51,89,197],"has":[54,59],"compared":[55,167],"two":[56,145],"but":[58],"not":[60],"evaluated":[61,196],"songs.":[71,155],"The":[72,173],"methods":[73,186],"presented":[74],"here":[75],"for":[76,160],"estimating":[77,125],"and":[80,106,152,163,212],"polyphonic":[83],"audio":[85],"signals":[86],"are":[87,195],"based":[88],"unified":[91],"framework":[92],"probabilistic":[94],"generative":[95,116],"modeling":[96],"four":[98],"elements":[100],"(vocal":[101],"timbre,":[102,104],"rhythm,":[105],"chord":[107],"progression).":[108],"To":[109],"estimate":[110,188],"use":[114],"model":[117,135],"trained":[118,136],"instead":[123],"similarities":[127,159],"all":[129],"possible":[130],"song-pairs":[131],"by":[132,170],"using":[133],"each":[138,161,164,210],"song.":[139,222],"In":[140],"experimental":[141],"evaluation,":[142],"song-sets:":[146],"3278":[147],"Japanese":[148],"popular":[149],"music":[150],"415":[153],"English":[154],"Twenty":[156],"estimated":[157,207],"song-pair":[158],"element":[162],"song-set":[165],"were":[166],"with":[168,175,220],"ratings":[169,181],"musician.":[172],"comparison":[174],"results":[177],"expert":[180],"suggests":[182],"that":[183,228],"proposed":[185],"appropriately.":[191],"Estimated":[192],"commonnesses":[194],"basis":[198],"Pearson":[201],"product-moment":[202],"correlation":[203],"coefficients":[204],"between":[205],"number":[214],"having":[217,231],"high":[218],"Results":[223],"evaluation":[226],"show":[227],"higher":[232],"similar":[235],"set.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
