{"id":"https://openalex.org/W4396553872","doi":"https://doi.org/10.1007/978-3-031-58604-0_24","title":"LSTM, RNN and GAN Models Effectiveness for Flute Music Generation: A Thorough Expedition","display_name":"LSTM, RNN and GAN Models Effectiveness for Flute Music Generation: A Thorough Expedition","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396553872","doi":"https://doi.org/10.1007/978-3-031-58604-0_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-58604-0_24","doi":"https://doi.org/10.1007/978-3-031-58604-0_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58604-0_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4396553898","display_name":"Advancements in Smart Computing and Information Security"},"type":"conference-paper","is_traditional":true,"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/A5069717597","display_name":"Bhavesh Tanawala","orcid":"https://orcid.org/0000-0003-4321-3818","observed_orcids":["https://orcid.org/0000-0003-4321-3818"]},"institutions":[{"id":"https://openalex.org/I29563240","display_name":"Gujarat Technological University","ror":"https://ror.org/059x8vm09","country_code":"IN","type":"education","lineage":["https://openalex.org/I29563240"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bhavesh A. Tanawala","raw_affiliation_strings":["Gujarat Technological University, Chandkheda, Ahmedabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gujarat Technological University, Chandkheda, Ahmedabad, India","institution_ids":["https://openalex.org/I29563240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083588797","display_name":"Darshankumar C. Dalwadi","orcid":"https://orcid.org/0000-0002-9076-9731","observed_orcids":["https://orcid.org/0000-0002-9076-9731"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Darshankumar C. Dalwadi","raw_affiliation_strings":["EC Department, BVM Engineering College, V.V. Nagar, Anand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EC Department, BVM Engineering College, V.V. Nagar, Anand, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5069717597"],"corresponding_institution_ids":["https://openalex.org/I29563240"],"apc_list":null,"apc_paid":null,"fwci":3.3623,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90232036,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"341","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.8467000126838684,"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"}},"topics":[{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.8467000126838684,"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/T11309","display_name":"Music and Audio Processing","score":0.14159999787807465,"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/T10941","display_name":"Musicology and Musical Analysis","score":0.00279999990016222,"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/automatic-music-composition","display_name":"automatic music composition","score":0.8489999771118164},{"id":"https://openalex.org/keywords/flute-music","display_name":"flute music","score":0.9190000295639038},{"id":"https://openalex.org/keywords/lstm","display_name":"LSTM","score":0.8109999895095825},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.8450000286102295},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.9380000233650208},{"id":"https://openalex.org/keywords/cyclegan","display_name":"CycleGAN","score":0.8949999809265137},{"id":"https://openalex.org/keywords/algorithmic-composition","display_name":"algorithmic composition","score":0.7269999980926514}],"concepts":[{"id":"https://openalex.org/C16277566","wikidata":"https://www.wikidata.org/wiki/Q9734","display_name":"Symphony","level":2,"score":0.8061302900314331},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.7927569150924683},{"id":"https://openalex.org/C43803900","wikidata":"https://www.wikidata.org/wiki/Q170412","display_name":"Melody","level":3,"score":0.7594965696334839},{"id":"https://openalex.org/C2776453491","wikidata":"https://www.wikidata.org/wiki/Q5659234","display_name":"Harmony (color)","level":2,"score":0.6279482841491699},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5724172592163086},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.5673315525054932},{"id":"https://openalex.org/C109568592","wikidata":"https://www.wikidata.org/wiki/Q207628","display_name":"Musical composition","level":3,"score":0.5416666865348816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4413529634475708},{"id":"https://openalex.org/C4060165","wikidata":"https://www.wikidata.org/wiki/Q11405","display_name":"Flute","level":2,"score":0.4348507821559906},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.42890533804893494},{"id":"https://openalex.org/C542929976","wikidata":"https://www.wikidata.org/wiki/Q9730","display_name":"Classical music","level":3,"score":0.4216957986354828},{"id":"https://openalex.org/C114611597","wikidata":"https://www.wikidata.org/wiki/Q373342","display_name":"Popular music","level":2,"score":0.4197889566421509},{"id":"https://openalex.org/C2777704519","wikidata":"https://www.wikidata.org/wiki/Q45732","display_name":"MAGIC (telescope)","level":2,"score":0.417973130941391},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.3492801785469055},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.3276645243167877},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.23948794603347778},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.22309398651123047},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-58604-0_24","doi":"https://doi.org/10.1007/978-3-031-58604-0_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58604-0_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2894295011","https://openalex.org/W2912200093","https://openalex.org/W2962793481","https://openalex.org/W3037000952","https://openalex.org/W3099378280","https://openalex.org/W4298289240","https://openalex.org/W4379052707"],"related_works":["https://openalex.org/W4313401576","https://openalex.org/W4383560199","https://openalex.org/W4385243561","https://openalex.org/W4403676886","https://openalex.org/W7028081801","https://openalex.org/W4362690985","https://openalex.org/W7005266667","https://openalex.org/W7093073050","https://openalex.org/W2810629819","https://openalex.org/W4362558555"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-05-02T00:00:00"}