{"id":"https://openalex.org/W3183528680","doi":"https://doi.org/10.1145/3459104.3459171","title":"Language Representation Models for Music Genre Classification Using Lyrics","display_name":"Language Representation Models for Music Genre Classification Using Lyrics","publication_year":2021,"publication_date":"2021-02-19","ids":{"openalex":"https://openalex.org/W3183528680","doi":"https://doi.org/10.1145/3459104.3459171","mag":"3183528680"},"language":"en","primary_location":{"id":"doi:10.1145/3459104.3459171","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459104.3459171","pdf_url":null,"source":{"id":"https://openalex.org/S4306498858","display_name":"2021 International Symposium on Electrical, Electronics and Information Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Symposium on Electrical, Electronics and Information Engineering","raw_type":"proceedings-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/A5024895455","display_name":"Hasan Akalp","orcid":null},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hasan Akalp","raw_affiliation_strings":["Hacettepe University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe University, Turkey","institution_ids":["https://openalex.org/I66514158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047138668","display_name":"Enes Furkan \u00c7i\u011fdem","orcid":"https://orcid.org/0000-0003-1367-7873"},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Enes Furkan Cigdem","raw_affiliation_strings":["Hacettepe University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe University, Turkey","institution_ids":["https://openalex.org/I66514158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102412946","display_name":"Seyma Yilmaz","orcid":null},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Seyma Yilmaz","raw_affiliation_strings":["Hacettepe University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe University, Turkey","institution_ids":["https://openalex.org/I66514158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021857737","display_name":"Necva B\u00f6l\u00fcc\u00fc","orcid":"https://orcid.org/0000-0001-8121-3048"},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Necva Bolucu","raw_affiliation_strings":["Hacettepe University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe University, Turkey","institution_ids":["https://openalex.org/I66514158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046915242","display_name":"Burcu Can","orcid":"https://orcid.org/0000-0002-1700-0395"},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Burcu Can","raw_affiliation_strings":["Hacettepe University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe University, Turkey","institution_ids":["https://openalex.org/I66514158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I66514158"],"apc_list":null,"apc_paid":null,"fwci":1.048,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.76249392,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"408","last_page":"414"},"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/T13996","display_name":"Diverse Musicological Studies","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11113","display_name":"Music History and Culture","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lyrics","display_name":"Lyrics","score":0.9256591796875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7579583525657654},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.7319372296333313},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.6898335218429565},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5730709433555603},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"Music information retrieval","score":0.5437433123588562},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5386879444122314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47154903411865234},{"id":"https://openalex.org/keywords/popular-music","display_name":"Popular music","score":0.4210144877433777},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4188607931137085},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3307105302810669},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.13852903246879578},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.12563809752464294},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.12156510353088379},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06932049989700317}],"concepts":[{"id":"https://openalex.org/C2776436406","wikidata":"https://www.wikidata.org/wiki/Q602446","display_name":"Lyrics","level":2,"score":0.9256591796875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7579583525657654},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.7319372296333313},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.6898335218429565},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5730709433555603},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.5437433123588562},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5386879444122314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47154903411865234},{"id":"https://openalex.org/C114611597","wikidata":"https://www.wikidata.org/wiki/Q373342","display_name":"Popular music","level":2,"score":0.4210144877433777},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4188607931137085},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3307105302810669},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.13852903246879578},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.12563809752464294},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.12156510353088379},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06932049989700317},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3459104.3459171","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459104.3459171","pdf_url":null,"source":{"id":"https://openalex.org/S4306498858","display_name":"2021 International Symposium on Electrical, Electronics and Information Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Symposium on Electrical, Electronics and Information Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W131896369","https://openalex.org/W1528340495","https://openalex.org/W2014470830","https://openalex.org/W2051034865","https://openalex.org/W2131774270","https://openalex.org/W2133824856","https://openalex.org/W2230304331","https://openalex.org/W2254361154","https://openalex.org/W2407776548","https://openalex.org/W2470673105","https://openalex.org/W2593887162","https://openalex.org/W2597655663","https://openalex.org/W2736887001","https://openalex.org/W2740721704","https://openalex.org/W2751936342","https://openalex.org/W2756946152","https://openalex.org/W2890267272","https://openalex.org/W2896457183","https://openalex.org/W2907947679","https://openalex.org/W2939507640","https://openalex.org/W2945824677","https://openalex.org/W2978017171","https://openalex.org/W2979771119","https://openalex.org/W2992422826","https://openalex.org/W3004179129","https://openalex.org/W4213135808","https://openalex.org/W4288112596","https://openalex.org/W4294238563","https://openalex.org/W4385245566","https://openalex.org/W6839921902"],"related_works":["https://openalex.org/W2067430219","https://openalex.org/W4379348330","https://openalex.org/W2964472689","https://openalex.org/W2263813420","https://openalex.org/W2062196734","https://openalex.org/W2994064478","https://openalex.org/W2491013962","https://openalex.org/W2762717821","https://openalex.org/W2080906825","https://openalex.org/W2144707026"],"abstract_inverted_index":{"There":[0],"are":[1,109],"various":[2,39],"genres":[3],"of":[4,12,21,34,47,52,141],"music":[5,16,35,40,48,97,117],"available":[6],"in":[7,70,83],"every":[8],"period":[9],"and":[10,123,136,143],"field":[11],"human":[13],"life.":[14],"Every":[15],"genre":[17,33,98,118],"represents":[18],"a":[19],"set":[20],"shared":[22],"conventions.":[23],"Today":[24],"people":[25],"have":[26,64,79],"the":[27,44,50,147,151],"opportunity":[28],"to":[29,31,67],"listen":[30],"any":[32],"they":[36],"want":[37],"using":[38,100],"platforms.":[41],"However,":[42],"with":[43,139],"increasing":[45],"number":[46],"genres,":[49],"management":[51],"these":[53],"platforms":[54],"becomes":[55],"difficult.":[56],"Language":[57],"representation":[58,77,94,107],"models":[59,78,95,108,115,133],"such":[60],"as":[61],"BERT,":[62],"DistilBERT":[63],"been":[65],"proven":[66],"be":[68],"useful":[69],"learning":[71,114],"universal":[72],"language":[73,76,85,93,106],"representations.":[74],"Such":[75],"achieved":[80],"amazing":[81],"results":[82,122,127],"many":[84],"understanding":[86],"tasks.":[87],"In":[88],"this":[89],"study,":[90],"we":[91],"apply":[92],"for":[96,116,154],"classification":[99,119,138],"song":[101],"lyrics.":[102],"We":[103],"examine":[104],"whether":[105],"better":[110],"than":[111,162],"traditional":[112],"deep":[113],"by":[120],"comparing":[121],"computation":[124],"times.":[125],"Experimental":[126],"show":[128],"that":[129],"BERT":[130,157],"outperforms":[131],"other":[132,148],"on":[134],"one-label":[135],"multi-label":[137],"accuracy":[140],"77.63%":[142],"71.29%":[144],"respectively.":[145],"On":[146],"hand,":[149],"considering":[150],"time":[152],"taken":[153],"one":[155],"epoch,":[156],"runs":[158],"4":[159],"times":[160],"faster":[161],"DistilBERT.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
