{"id":"https://openalex.org/W4399932644","doi":"https://doi.org/10.1145/3660853.3660918","title":"Turkish Music Genre Classification Using Convolutional Neural Network","display_name":"Turkish Music Genre Classification Using Convolutional Neural Network","publication_year":2024,"publication_date":"2024-05-25","ids":{"openalex":"https://openalex.org/W4399932644","doi":"https://doi.org/10.1145/3660853.3660918"},"language":"en","primary_location":{"id":"doi:10.1145/3660853.3660918","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3660853.3660918","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3660853.3660918","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Cognitive Models and Artificial Intelligence Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3660853.3660918","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099426890","display_name":"Shahad Bassam Hazim","orcid":"https://orcid.org/0009-0005-3267-8531"},"institutions":[{"id":"https://openalex.org/I40790370","display_name":"Yalova University","ror":"https://ror.org/01x18ax09","country_code":"TR","type":"education","lineage":["https://openalex.org/I40790370"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Shahad Bassam Hazim","raw_affiliation_strings":["Department of Computer Engineering, Institute of Graduate Studies, Yalova University, Turkey"],"raw_orcid":"https://orcid.org/0009-0005-3267-8531","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Institute of Graduate Studies, Yalova University, Turkey","institution_ids":["https://openalex.org/I40790370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006149170","display_name":"Murat Okkal\u0131o\u011flu","orcid":"https://orcid.org/0000-0002-2137-5253"},"institutions":[{"id":"https://openalex.org/I40790370","display_name":"Yalova University","ror":"https://ror.org/01x18ax09","country_code":"TR","type":"education","lineage":["https://openalex.org/I40790370"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat Okkalioglu","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, Yalova University, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-2137-5253","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Yalova University, Turkey","institution_ids":["https://openalex.org/I40790370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40790370"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09871638,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"219","last_page":"223"},"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":0.9832000136375427,"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/T10860","display_name":"Speech and Audio Processing","score":0.9794999957084656,"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/turkish","display_name":"Turkish","score":0.7625023126602173},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.762184202671051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7049113512039185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5403016805648804},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.47205740213394165},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4626532196998596},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1826777160167694}],"concepts":[{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.7625023126602173},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.762184202671051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7049113512039185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5403016805648804},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.47205740213394165},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4626532196998596},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1826777160167694},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3660853.3660918","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3660853.3660918","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3660853.3660918","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Cognitive Models and Artificial Intelligence Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3660853.3660918","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3660853.3660918","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3660853.3660918","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Cognitive Models and Artificial Intelligence Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399932644.pdf","grobid_xml":"https://content.openalex.org/works/W4399932644.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2028735910","https://openalex.org/W2063699268","https://openalex.org/W2101151533","https://openalex.org/W2133824856","https://openalex.org/W2414894569","https://openalex.org/W2736779372","https://openalex.org/W2904086608","https://openalex.org/W2975625678"],"related_works":["https://openalex.org/W2954724877","https://openalex.org/W2611695415","https://openalex.org/W4379045381","https://openalex.org/W4288326818","https://openalex.org/W2780533724","https://openalex.org/W2037415720","https://openalex.org/W2551013219","https://openalex.org/W4206816324","https://openalex.org/W1912668290","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Music":[0],"genre":[1,66,89],"classification":[2,28,49,67,90],"has":[3,172],"become":[4],"essential":[5],"in":[6,20,31,53],"today's":[7],"world":[8],"due":[9],"to":[10,160],"the":[11,27,47,54,79,100,107,114,155,162,165,187],"explosive":[12],"growth":[13],"of":[14,29,50,60,109,113,119,176,189],"music":[15,38,56,65,88],"audio":[16,51],"recordings.":[17],"Previous":[18],"research":[19,137],"this":[21,82,136,190],"field":[22],"primarily":[23],"concentrated":[24],"on":[25,63,70],"exploring":[26],"genres":[30,52],"Western":[32],"music.":[33],"Nevertheless,":[34],"categorizing":[35],"online":[36],"Turkish":[37,55,64,87,120,128,132],"content":[39],"remains":[40],"inadequately":[41],"defined,":[42],"posing":[43],"a":[44,110,139,158],"challenge":[45],"for":[46,179,183],"automatic":[48,86],"context.":[57],"The":[58,103,169],"majority":[59],"earlier":[61],"work":[62],"focuses":[68],"mostly":[69],"acoustic":[71],"features":[72],"with":[73,91,143],"machine":[74],"learning":[75,141],"techniques,":[76],"which":[77,122,185],"limits":[78],"performance.":[80],"In":[81],"research,":[83],"we":[84],"study":[85],"convolutional":[92,144],"neural":[93,145],"networks":[94,146],"by":[95,99],"using":[96],"images":[97,150],"obtained":[98],"Mel-spectrogram":[101],"analysis.":[102],"initial":[104],"step":[105],"involves":[106],"creation":[108],"dataset":[111],"comprising":[112],"most":[115],"six":[116],"well-known":[117],"categories":[118],"music,":[121],"include":[123],"Arabesque,":[124],"Pop,":[125],"Rap,":[126],"Rock,":[127],"Classical":[129],"Music,":[130],"and":[131,147,181],"Religious":[133],"Music.":[134],"Then,":[135],"proposes":[138],"deep":[140],"technique":[142],"employs":[148],"spectrogram":[149],"produced":[151],"from":[152],"Mel-Spectrogram":[153],"as":[154],"input":[156],"into":[157,164],"CNN":[159],"classify":[161],"songs":[163],"appropriate":[166],"musical":[167],"genres.":[168],"proposed":[170],"method":[171],"an":[173],"accuracy":[174],"level":[175],"about":[177],"99.62%":[178],"training":[180],"99.80%":[182],"testing,":[184],"confirms":[186],"success":[188],"method.":[191]},"counts_by_year":[],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2025-10-10T00:00:00"}
