{"id":"https://openalex.org/W4293863385","doi":"https://doi.org/10.1109/siu55565.2022.9864843","title":"A Realistic Drum Accompaniment Generator Using Sequence-to-Sequence Model and MIDI Music Database","display_name":"A Realistic Drum Accompaniment Generator Using Sequence-to-Sequence Model and MIDI Music Database","publication_year":2022,"publication_date":"2022-05-15","ids":{"openalex":"https://openalex.org/W4293863385","doi":"https://doi.org/10.1109/siu55565.2022.9864843"},"language":"en","primary_location":{"id":"doi:10.1109/siu55565.2022.9864843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu55565.2022.9864843","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://gcris.iyte.edu.tr/bitstream/11147/12545/1/A_Realistic_Drum.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059881809","display_name":"Yavuz Batuhan Akyuz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yavuz Batuhan Akyuz","raw_affiliation_strings":["İzmir Yüksek Teknoloji Enstitüsü,Elektrik-Elektronik Mühendisliği,Urla/İzmir,Türkiye,35430",", Urla/&#x0130","ksek Teknoloji Enstit&#x00FC","s&#x00FC","rkiye","i, &#x0130","hendisli&#x011F","zmir, T&#x00FC","zmir Y&#x00FC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"İzmir Yüksek Teknoloji Enstitüsü,Elektrik-Elektronik Mühendisliği,Urla/İzmir,Türkiye,35430","institution_ids":[]},{"raw_affiliation_string":", Urla/&#x0130","institution_ids":[]},{"raw_affiliation_string":"ksek Teknoloji Enstit&#x00FC","institution_ids":[]},{"raw_affiliation_string":"s&#x00FC","institution_ids":[]},{"raw_affiliation_string":"rkiye","institution_ids":[]},{"raw_affiliation_string":"i, &#x0130","institution_ids":[]},{"raw_affiliation_string":"hendisli&#x011F","institution_ids":[]},{"raw_affiliation_string":"zmir, T&#x00FC","institution_ids":[]},{"raw_affiliation_string":"zmir Y&#x00FC","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012934481","display_name":"\u015eevket G\u00fcm\u00fc\u015ftekin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sevket Gumustekin","raw_affiliation_strings":["İzmir Yüksek Teknoloji Enstitüsü,Elektrik-Elektronik Mühendisliği,Urla/İzmir,Türkiye,35430","ksek Teknoloji Enstit&#x00FC","rkiye","i, &#x0130","s&#x00FC","hendisli&#x011F","zmir, T&#x00FC","zmir Y&#x00FC",", Urla/&#x0130"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"İzmir Yüksek Teknoloji Enstitüsü,Elektrik-Elektronik Mühendisliği,Urla/İzmir,Türkiye,35430","institution_ids":[]},{"raw_affiliation_string":"ksek Teknoloji Enstit&#x00FC","institution_ids":[]},{"raw_affiliation_string":"rkiye","institution_ids":[]},{"raw_affiliation_string":"i, &#x0130","institution_ids":[]},{"raw_affiliation_string":"s&#x00FC","institution_ids":[]},{"raw_affiliation_string":"hendisli&#x011F","institution_ids":[]},{"raw_affiliation_string":"zmir, T&#x00FC","institution_ids":[]},{"raw_affiliation_string":"zmir Y&#x00FC","institution_ids":[]},{"raw_affiliation_string":", Urla/&#x0130","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.121,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.24299654,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9908000230789185,"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":0.9908000230789185,"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":0.9851999878883362,"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":0.9132000207901001,"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/midi","display_name":"MIDI","score":0.9116711616516113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7265777587890625},{"id":"https://openalex.org/keywords/drum","display_name":"Drum","score":0.7201882004737854},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6216579675674438},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5373538732528687},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5267471671104431},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.4683277904987335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44569727778434753},{"id":"https://openalex.org/keywords/append","display_name":"Append","score":0.4236252009868622},{"id":"https://openalex.org/keywords/musical-instrument","display_name":"Musical instrument","score":0.41575339436531067},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.17873486876487732},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.170472651720047},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0753341019153595},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0736827552318573}],"concepts":[{"id":"https://openalex.org/C8112396","wikidata":"https://www.wikidata.org/wiki/Q80535","display_name":"MIDI","level":2,"score":0.9116711616516113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7265777587890625},{"id":"https://openalex.org/C175845324","wikidata":"https://www.wikidata.org/wiki/Q2738285","display_name":"Drum","level":2,"score":0.7201882004737854},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6216579675674438},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5373538732528687},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5267471671104431},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4683277904987335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44569727778434753},{"id":"https://openalex.org/C2777998813","wikidata":"https://www.wikidata.org/wiki/Q16869124","display_name":"Append","level":2,"score":0.4236252009868622},{"id":"https://openalex.org/C2983311337","wikidata":"https://www.wikidata.org/wiki/Q34379","display_name":"Musical instrument","level":2,"score":0.41575339436531067},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.17873486876487732},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.170472651720047},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0753341019153595},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0736827552318573},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu55565.2022.9864843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu55565.2022.9864843","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:gcris.iyte.edu.tr:11147/12545","is_oa":true,"landing_page_url":"https://hdl.handle.net/11147/12545","pdf_url":"https://gcris.iyte.edu.tr/bitstream/11147/12545/1/A_Realistic_Drum.pdf","source":{"id":"https://openalex.org/S4306400894","display_name":"\u0130YTE (\u0130ZM\u0130R Y\u00dcKSEK TEKNOLOJ\u0130 ENST\u0130T\u00dcS\u00dc)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I120217413","host_organization_name":"Izmir Institute of Technology","host_organization_lineage":["https://openalex.org/I120217413"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Object"}],"best_oa_location":{"id":"pmh:oai:gcris.iyte.edu.tr:11147/12545","is_oa":true,"landing_page_url":"https://hdl.handle.net/11147/12545","pdf_url":"https://gcris.iyte.edu.tr/bitstream/11147/12545/1/A_Realistic_Drum.pdf","source":{"id":"https://openalex.org/S4306400894","display_name":"\u0130YTE (\u0130ZM\u0130R Y\u00dcKSEK TEKNOLOJ\u0130 ENST\u0130T\u00dcS\u00dc)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I120217413","host_organization_name":"Izmir Institute of Technology","host_organization_lineage":["https://openalex.org/I120217413"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Object"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6700000166893005,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293863385.pdf","grobid_xml":"https://content.openalex.org/works/W4293863385.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2130942839","https://openalex.org/W2137619888","https://openalex.org/W2139501017","https://openalex.org/W2592864539","https://openalex.org/W2772474126","https://openalex.org/W2995896027","https://openalex.org/W4300180580","https://openalex.org/W4302076919","https://openalex.org/W4321594803"],"related_works":["https://openalex.org/W794274922","https://openalex.org/W2565403385","https://openalex.org/W3112677252","https://openalex.org/W2130901403","https://openalex.org/W2312835281","https://openalex.org/W2936081972","https://openalex.org/W4293863385","https://openalex.org/W2038640987","https://openalex.org/W2098461256","https://openalex.org/W2516736964"],"abstract_inverted_index":{"In":[0,45,59],"this":[1,51],"work,":[2],"artificial":[3,38],"intelligence":[4],"reinterpretation":[5],"and/or":[6],"addition":[7],"of":[8,50,62,71],"drum":[9,64,86],"parts":[10],"for":[11],"musical":[12],"pieces":[13],"supplied":[14],"in":[15],"Musical":[16],"Instruments":[17],"Digital":[18],"Interface":[19],"(MIDI)":[20],"format,":[21],"have":[22,42],"been":[23,43],"carried":[24],"out.":[25],"To":[26],"achieve":[27],"this,":[28],"Sequence-to-Sequence":[29],"learning":[30],"method":[31,56,82],"and":[32,68],"Encoder-Decoder":[33],"Long":[34],"Short-Term":[35],"Memory":[36],"(LSTM)":[37],"neural":[39,52],"network":[40],"model":[41],"used.":[44],"order":[46],"to":[47],"improve":[48],"training":[49],"network,":[53],"teacher":[54],"forcing":[55],"was":[57],"utilized.":[58],"the":[60,66,69,72],"generation":[61],"new":[63],"parts,":[65],"quality":[67,85],"originality":[70],"samples":[73],"were":[74],"improved":[75],"by":[76],"using":[77],"temperature":[78],"sampling.":[79],"Our":[80],"proposed":[81],"produces":[83],"high":[84],"accompaniments":[87],"with":[88],"adjustable":[89],"complexity.":[90]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}