{"id":"https://openalex.org/W4384502440","doi":"https://doi.org/10.1109/mocast57943.2023.10176857","title":"Greek Orthodox Church Hymns Recognition Using Deep Learning Techniques","display_name":"Greek Orthodox Church Hymns Recognition Using Deep Learning Techniques","publication_year":2023,"publication_date":"2023-06-28","ids":{"openalex":"https://openalex.org/W4384502440","doi":"https://doi.org/10.1109/mocast57943.2023.10176857"},"language":"en","primary_location":{"id":"doi:10.1109/mocast57943.2023.10176857","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mocast57943.2023.10176857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST)","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/A5092483352","display_name":"Nikolaos Tsakatanis","orcid":null},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Tsakatanis","raw_affiliation_strings":["Aristotle University of Thessaloniki,ELEDIA@AUTH, School of Physics,Thessaloniki,Greece","ELEDIA@AUTH, School of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,ELEDIA@AUTH, School of Physics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"ELEDIA@AUTH, School of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006295664","display_name":"Lazaros Alexios Iliadis","orcid":"https://orcid.org/0000-0001-8090-1519"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lazaros A. Iliadis","raw_affiliation_strings":["Aristotle University of Thessaloniki,ELEDIA@AUTH, School of Physics,Thessaloniki,Greece","ELEDIA@AUTH, School of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,ELEDIA@AUTH, School of Physics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"ELEDIA@AUTH, School of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001670268","display_name":"Achilles D. Boursianis","orcid":"https://orcid.org/0000-0001-5614-9056"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Achilles D. Boursianis","raw_affiliation_strings":["Aristotle University of Thessaloniki,ELEDIA@AUTH, School of Physics,Thessaloniki,Greece","ELEDIA@AUTH, School of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,ELEDIA@AUTH, School of Physics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"ELEDIA@AUTH, School of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032633393","display_name":"Konstantinos-Iraklis D. Kokkinidis","orcid":null},"institutions":[{"id":"https://openalex.org/I192756129","display_name":"University of Macedonia","ror":"https://ror.org/05fg6gr82","country_code":"GR","type":"education","lineage":["https://openalex.org/I192756129"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos-Iraklis D. Kokkinidis","raw_affiliation_strings":["University of Macedonia,Dept. of Applied Informatics,Thessaloniki,Greece","Dept. of Applied Informatics, University of Macedonia, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Macedonia,Dept. of Applied Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I192756129"]},{"raw_affiliation_string":"Dept. of Applied Informatics, University of Macedonia, Thessaloniki, Greece","institution_ids":["https://openalex.org/I192756129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055763511","display_name":"Georgios Patronas","orcid":null},"institutions":[{"id":"https://openalex.org/I192756129","display_name":"University of Macedonia","ror":"https://ror.org/05fg6gr82","country_code":"GR","type":"education","lineage":["https://openalex.org/I192756129"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Patronas","raw_affiliation_strings":["University of Macedonia,Dept. of Music Science and Art,Thessaloniki,Greece","Dept. of Music Science and Art, University of Macedonia, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Macedonia,Dept. of Music Science and Art,Thessaloniki,Greece","institution_ids":["https://openalex.org/I192756129"]},{"raw_affiliation_string":"Dept. of Music Science and Art, University of Macedonia, Thessaloniki, Greece","institution_ids":["https://openalex.org/I192756129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051264751","display_name":"Pavlos Serafeim","orcid":null},"institutions":[{"id":"https://openalex.org/I192756129","display_name":"University of Macedonia","ror":"https://ror.org/05fg6gr82","country_code":"GR","type":"education","lineage":["https://openalex.org/I192756129"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Pavlos Serafeim","raw_affiliation_strings":["University of Macedonia,Dept. of International and European Studies,Thessaloniki,Greece","Dept. of International and European Studies, University of Macedonia, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Macedonia,Dept. of International and European Studies,Thessaloniki,Greece","institution_ids":["https://openalex.org/I192756129"]},{"raw_affiliation_string":"Dept. of International and European Studies, University of Macedonia, Thessaloniki, Greece","institution_ids":["https://openalex.org/I192756129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063611169","display_name":"Maria S. Papadopoulou","orcid":"https://orcid.org/0000-0002-9651-2144"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Maria S. Papadopoulou","raw_affiliation_strings":["International Hellenic University,Dpt. of Information and Electronic Eng.,Sindos,Greece","Dpt. of Information and Electronic Eng., International Hellenic University, Sindos, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Hellenic University,Dpt. of Information and Electronic Eng.,Sindos,Greece","institution_ids":["https://openalex.org/I183898223"]},{"raw_affiliation_string":"Dpt. of Information and Electronic Eng., International Hellenic University, Sindos, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031068531","display_name":"Sotirios K. Goudos","orcid":"https://orcid.org/0000-0001-5981-5683"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sotirios K. Goudos","raw_affiliation_strings":["Aristotle University of Thessaloniki,ELEDIA@AUTH, School of Physics,Thessaloniki,Greece","ELEDIA@AUTH, School of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,ELEDIA@AUTH, School of Physics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"ELEDIA@AUTH, School of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"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":0.07304692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9993000030517578,"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":0.9993000030517578,"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":0.983299970626831,"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/byzantine-architecture","display_name":"Byzantine architecture","score":0.7036962509155273},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6687511801719666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5547067523002625},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5435781478881836},{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"Cultural heritage","score":0.5197455883026123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.495943158864975},{"id":"https://openalex.org/keywords/classics","display_name":"Classics","score":0.3384302258491516},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.31701791286468506},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.2095785140991211},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.08119145035743713}],"concepts":[{"id":"https://openalex.org/C104562893","wikidata":"https://www.wikidata.org/wiki/Q47591","display_name":"Byzantine architecture","level":2,"score":0.7036962509155273},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6687511801719666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5547067523002625},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5435781478881836},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.5197455883026123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.495943158864975},{"id":"https://openalex.org/C74916050","wikidata":"https://www.wikidata.org/wiki/Q841090","display_name":"Classics","level":1,"score":0.3384302258491516},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.31701791286468506},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.2095785140991211},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.08119145035743713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mocast57943.2023.10176857","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mocast57943.2023.10176857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2117539524","https://openalex.org/W2158698691","https://openalex.org/W2163605009","https://openalex.org/W2622826443","https://openalex.org/W2963163009","https://openalex.org/W3005743304","https://openalex.org/W3131146974","https://openalex.org/W4284887954","https://openalex.org/W4294811919","https://openalex.org/W6631190155","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W635625959","https://openalex.org/W1548189724","https://openalex.org/W2034320198","https://openalex.org/W2149625404","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Deep":[0],"learning":[1,66],"techniques":[2],"have":[3],"found":[4],"numerous":[5],"applications":[6],"in":[7,34],"the":[8,59,64,78,91],"sector":[9],"of":[10,21,58],"cultural":[11],"and":[12,73],"religious":[13,23],"heritage.":[14],"Greek":[15,48],"Orthodox":[16,49],"Church":[17,50],"hymns":[18,51],"are":[19,75],"examples":[20],"Byzantine":[22],"tradition.":[24],"Their":[25],"performance":[26],"is":[27,87],"governed":[28],"by":[29],"stringent":[30],"rules":[31],"not":[32],"observed":[33],"other":[35],"cultures.":[36],"This":[37],"work":[38],"trains":[39],"a":[40,53],"novel":[41],"shallow":[42],"convolutional":[43],"neural":[44],"network":[45],"to":[46,81,89],"identify":[47],"using":[52],"private":[54],"dataset.":[55],"For":[56],"ten":[57],"most":[60],"frequently":[61],"chanted":[62],"hymns,":[63],"deep":[65],"model":[67],"achieves":[68],"over":[69],"98%":[70],"accuracy.":[71],"AlexNet":[72],"MobileNetV2":[74],"trained":[76],"on":[77],"same":[79],"data":[80],"evaluate":[82],"their":[83],"performance.":[84],"Additional":[85],"analysis":[86],"conducted":[88],"validate":[90],"obtained":[92],"results.":[93]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}