{"id":"https://openalex.org/W3007580219","doi":"https://doi.org/10.1109/imcom48794.2020.9001675","title":"A Novel Approach to Music Genre Classification using Natural Language Processing and Spark","display_name":"A Novel Approach to Music Genre Classification using Natural Language Processing and Spark","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3007580219","doi":"https://doi.org/10.1109/imcom48794.2020.9001675","mag":"3007580219"},"language":"en","primary_location":{"id":"doi:10.1109/imcom48794.2020.9001675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom48794.2020.9001675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 14th International Conference on Ubiquitous Information Management and Communication (IMCOM)","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/A5007837354","display_name":"Sharan Duggirala","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sharan Duggirala","raw_affiliation_strings":["Department of Computer Science, San Jos\u00e9 State University, San Jos\u00e9, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Jos\u00e9 State University, San Jos\u00e9, CA, USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019298277","display_name":"Teng-Sheng Moh","orcid":"https://orcid.org/0000-0002-2726-102X"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teng-Sheng Moh","raw_affiliation_strings":["Department of Computer Science, San Jos\u00e9 State University, San Jos\u00e9, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Jos\u00e9 State University, San Jos\u00e9, CA, USA","institution_ids":["https://openalex.org/I51504820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007837354"],"corresponding_institution_ids":["https://openalex.org/I51504820"],"apc_list":null,"apc_paid":null,"fwci":0.6061,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.64772877,"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":"1","last_page":"8"},"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":0.9922000169754028,"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/T13996","display_name":"Diverse Musicological Studies","score":0.9757000207901001,"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/computer-science","display_name":"Computer science","score":0.7865597009658813},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6510279774665833},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5958095192909241},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"Music information retrieval","score":0.5920805335044861},{"id":"https://openalex.org/keywords/sophistication","display_name":"Sophistication","score":0.5464134216308594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5294280648231506},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.48733267188072205},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47250401973724365},{"id":"https://openalex.org/keywords/bass","display_name":"Bass (fish)","score":0.4675259590148926},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4476706385612488},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4455104470252991},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.375308632850647},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.21536555886268616},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09004738926887512}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7865597009658813},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6510279774665833},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5958095192909241},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.5920805335044861},{"id":"https://openalex.org/C168725872","wikidata":"https://www.wikidata.org/wiki/Q991663","display_name":"Sophistication","level":2,"score":0.5464134216308594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5294280648231506},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.48733267188072205},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47250401973724365},{"id":"https://openalex.org/C2777182073","wikidata":"https://www.wikidata.org/wiki/Q1224135","display_name":"Bass (fish)","level":2,"score":0.4675259590148926},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4476706385612488},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4455104470252991},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.375308632850647},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.21536555886268616},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09004738926887512},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/imcom48794.2020.9001675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom48794.2020.9001675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 14th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1556219185","https://openalex.org/W1801907668","https://openalex.org/W1980599288","https://openalex.org/W1986975415","https://openalex.org/W2157090926","https://openalex.org/W2189465200","https://openalex.org/W2398751993","https://openalex.org/W2470673105","https://openalex.org/W2573191521","https://openalex.org/W2578153311","https://openalex.org/W2587994092","https://openalex.org/W2736282955","https://openalex.org/W2736887001","https://openalex.org/W2911220035","https://openalex.org/W2963181423","https://openalex.org/W2963451564","https://openalex.org/W6638230657","https://openalex.org/W6683533716","https://openalex.org/W6687322159","https://openalex.org/W6712642569","https://openalex.org/W6732495866","https://openalex.org/W6732665659","https://openalex.org/W6741185346"],"related_works":["https://openalex.org/W2317823609","https://openalex.org/W4241263575","https://openalex.org/W3130462184","https://openalex.org/W2902287117","https://openalex.org/W4318256508","https://openalex.org/W2401463593","https://openalex.org/W2349808627","https://openalex.org/W2391671934","https://openalex.org/W3023500690","https://openalex.org/W3124280623"],"abstract_inverted_index":{"With":[0],"the":[1,32,37,77,87,99,111,128,149,152,173,186,190,209],"advent":[2],"of":[3,27,79,98,120,151,164,177],"digitized":[4],"music,":[5],"many":[6],"online":[7],"streaming":[8],"companies":[9],"such":[10,28,50,103],"as":[11,104],"Spotify":[12],"have":[13],"capitalized":[14],"on":[15,76],"a":[16,20,29,51],"listener's":[17],"need":[18],"for":[19],"common":[21],"stream":[22],"platform.":[23],"An":[24],"essential":[25],"component":[26],"platform":[30],"is":[31,63,130,162,181],"recommender":[33,52,206],"systems":[34,207],"that":[35,69,108,176,184],"suggest":[36],"constituent":[38],"user":[39],"base,":[40],"related":[41],"tracks,":[42],"albums":[43],"and":[44,84,139,141,195],"artists.":[45],"In":[46,123],"order":[47,116,124],"to":[48,56,62,95,117,125,148,204],"sustain":[49],"system,":[53],"labeling":[54],"data,":[55],"indicate":[57],"which":[58,193],"genre":[59,73,89],"it":[60,161],"belongs":[61],"essential.":[64],"Most":[65],"recent":[66],"academic":[67],"publications":[68],"deal":[70],"with":[71,168,175,198],"music":[72,88,129,210],"classification":[74,90,113],"focus":[75],"use":[78,96,187],"deep":[80],"neural":[81],"networks":[82],"developed":[83],"applied":[85],"within":[86,110,208],"domain.":[91,214],"This":[92],"paper":[93],"attempts":[94],"some":[97],"highly":[100],"sophisticated":[101],"techniques,":[102,200],"Hierarchical":[105],"Attention":[106],"Networks":[107],"exist":[109],"text":[112,145,188],"domain":[114],"in":[115,158],"classify":[118],"tracks":[119,135],"different":[121,134],"genres.":[122],"do":[126],"this,":[127],"first":[131],"separated":[132],"into":[133,143],"(drums,":[136],"vocals,":[137],"bass":[138],"accompaniment)":[140],"converted":[142],"symbolic":[144],"data.":[146],"Due":[147],"sophistication":[150],"distributed":[153],"machine":[154],"learning":[155],"system":[156],"present":[157],"this":[159],"paper,":[160],"capable":[163],"classifying":[165],"contemporary":[166],"genres":[167],"impressive":[169],"accuracy,":[170],"when":[171],"comparing":[172],"results":[174],"competing":[178],"classifiers.":[179],"It":[180],"also":[182],"argued":[183],"through":[185],"classification,":[189],"expert":[191],"knowledge":[192],"musicians":[194],"people":[196],"involved":[197],"musicological":[199],"can":[201],"be":[202],"attracted":[203],"improving":[205],"information":[211],"retrieval":[212],"research":[213]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
