{"id":"https://openalex.org/W2977586069","doi":"https://doi.org/10.1109/ijcnn.2019.8852430","title":"Composing Multi-Instrumental Music with Recurrent Neural Networks","display_name":"Composing Multi-Instrumental Music with Recurrent Neural Networks","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2977586069","doi":"https://doi.org/10.1109/ijcnn.2019.8852430","mag":"2977586069"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2019.8852430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","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/A5008928707","display_name":"David Samuel","orcid":"https://orcid.org/0000-0003-2866-1022"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"David Samuel","raw_affiliation_strings":["Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082108573","display_name":"Martin Pil\u00e1t","orcid":"https://orcid.org/0000-0003-1239-1566"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Martin Pilat","raw_affiliation_strings":["Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008928707"],"corresponding_institution_ids":["https://openalex.org/I21250087"],"apc_list":null,"apc_paid":null,"fwci":0.1659,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.45255922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"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":0.9995999932289124,"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":0.9995999932289124,"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":0.9991000294685364,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7561413049697876},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6730086803436279},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5997234582901001},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5978004932403564},{"id":"https://openalex.org/keywords/musical-composition","display_name":"Musical composition","score":0.5401801466941833},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4659399092197418},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.46592020988464355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44902148842811584},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4490011930465698},{"id":"https://openalex.org/keywords/musical-notation","display_name":"Musical notation","score":0.432875394821167},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.4073656499385834},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10003450512886047},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.07627519965171814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7561413049697876},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6730086803436279},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5997234582901001},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5978004932403564},{"id":"https://openalex.org/C109568592","wikidata":"https://www.wikidata.org/wiki/Q207628","display_name":"Musical composition","level":3,"score":0.5401801466941833},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4659399092197418},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.46592020988464355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44902148842811584},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4490011930465698},{"id":"https://openalex.org/C88639978","wikidata":"https://www.wikidata.org/wiki/Q233861","display_name":"Musical notation","level":3,"score":0.432875394821167},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.4073656499385834},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10003450512886047},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.07627519965171814},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2019.8852430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W16640886","https://openalex.org/W134527144","https://openalex.org/W158259177","https://openalex.org/W1522301498","https://openalex.org/W1561949603","https://openalex.org/W1819710477","https://openalex.org/W1965060314","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2111440402","https://openalex.org/W2181462931","https://openalex.org/W2187873394","https://openalex.org/W2257979135","https://openalex.org/W2319171828","https://openalex.org/W2519091744","https://openalex.org/W2571082394","https://openalex.org/W2601110281","https://openalex.org/W2752134738","https://openalex.org/W2792764867","https://openalex.org/W2896464107","https://openalex.org/W2911296969","https://openalex.org/W2949382160","https://openalex.org/W2963304263","https://openalex.org/W2963347649","https://openalex.org/W2963403868","https://openalex.org/W2964121744","https://openalex.org/W4302375066","https://openalex.org/W4385245566","https://openalex.org/W6605505536","https://openalex.org/W6631190155","https://openalex.org/W6656746481","https://openalex.org/W6674330103","https://openalex.org/W6676885845","https://openalex.org/W6685482669","https://openalex.org/W6701650085","https://openalex.org/W6726320248","https://openalex.org/W6739901393","https://openalex.org/W6744222783","https://openalex.org/W6749825310","https://openalex.org/W6755200374"],"related_works":["https://openalex.org/W2805584238","https://openalex.org/W2352206016","https://openalex.org/W2385293298","https://openalex.org/W2914113191","https://openalex.org/W3157310536","https://openalex.org/W2024379907","https://openalex.org/W2786473792","https://openalex.org/W4229739851","https://openalex.org/W2388512361","https://openalex.org/W3126376264"],"abstract_inverted_index":{"We":[0,72,104],"propose":[1],"a":[2,33,55,68,84,100,115],"generative":[3],"model":[4],"for":[5,118],"artificial":[6],"composition":[7],"of":[8,17,58,86,95],"both":[9],"classical":[10],"and":[11,38,111],"popular":[12],"music":[13,19,29,59,97],"with":[14,60],"the":[15,82,92,107],"goal":[16],"producing":[18],"as":[20,22],"well":[21],"humans":[23],"do.":[24],"The":[25],"problem":[26],"is":[27,30,40,88],"that":[28,106],"based":[31,76],"on":[32,77],"highly":[34],"sophisticated":[35],"hierarchical":[36],"structure":[37],"it":[39],"hard":[41],"to":[42,48,53,66,80],"measure":[43],"its":[44],"quality":[45],"automatically.":[46],"Contrary":[47],"other's":[49],"work,":[50],"we":[51],"try":[52],"generate":[54,81],"symbolic":[56,112],"representation":[57,98,113],"multiple":[61],"different":[62],"instruments":[63],"playing":[64],"simultaneously":[65],"cover":[67],"broader":[69],"musical":[70,102],"space.":[71],"train":[73],"three":[74],"modules":[75],"LSTM":[78],"networks":[79],"music;":[83],"lot":[85],"effort":[87],"put":[89],"into":[90],"reducing":[91],"high":[93],"complexity":[94],"multi-instrumental":[96],"by":[99],"thorough":[101],"analysis.":[103],"believe":[105],"proposed":[108],"preprocessing":[109],"techniques":[110],"constitute":[114],"useful":[116],"resource":[117],"future":[119],"research":[120],"in":[121],"this":[122],"field.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
