{"id":"https://openalex.org/W2945053121","doi":"https://doi.org/10.18653/v1/n19-4015","title":"iComposer: An Automatic Songwriting System for Chinese Popular Music","display_name":"iComposer: An Automatic Songwriting System for Chinese Popular Music","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2945053121","doi":"https://doi.org/10.18653/v1/n19-4015","mag":"2945053121"},"language":"en","primary_location":{"id":"doi:10.18653/v1/n19-4015","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n19-4015","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.18653/v1/n19-4015","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055086043","display_name":"Hsin-Pei Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hsin-Pei Lee","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061382380","display_name":"Jhih-Sheng Fang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jhih-Sheng Fang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5079299931","display_name":"Wei-Yun Ma","orcid":"https://orcid.org/0000-0002-4094-7464"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei-Yun Ma","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1088,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87605096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9983000159263611,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9567999839782715,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/melody","display_name":"Melody","score":0.9738810658454895},{"id":"https://openalex.org/keywords/lyrics","display_name":"Lyrics","score":0.9431389570236206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7762741446495056},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.642485499382019},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6292465925216675},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.46432560682296753},{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.45594322681427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4201822578907013},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41302046179771423},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.11763924360275269},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.10865771770477295},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.06791031360626221},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0644490122795105}],"concepts":[{"id":"https://openalex.org/C43803900","wikidata":"https://www.wikidata.org/wiki/Q170412","display_name":"Melody","level":3,"score":0.9738810658454895},{"id":"https://openalex.org/C2776436406","wikidata":"https://www.wikidata.org/wiki/Q602446","display_name":"Lyrics","level":2,"score":0.9431389570236206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7762741446495056},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.642485499382019},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6292465925216675},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.46432560682296753},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.45594322681427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4201822578907013},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41302046179771423},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.11763924360275269},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.10865771770477295},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.06791031360626221},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0644490122795105},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/n19-4015","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n19-4015","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/n19-4015","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n19-4015","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2250842199","https://openalex.org/W2338312508","https://openalex.org/W2804809828","https://openalex.org/W2978471471"],"related_works":["https://openalex.org/W2360952181","https://openalex.org/W2118466154","https://openalex.org/W4310670065","https://openalex.org/W2597614303","https://openalex.org/W1984378309","https://openalex.org/W2413768264","https://openalex.org/W2363573956","https://openalex.org/W2157038729","https://openalex.org/W2183667122","https://openalex.org/W2565365725"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"introduce":[4],"iComposer,":[5],"an":[6],"interactive":[7],"web-based":[8],"songwriting":[9],"system":[10,86],"designed":[11],"to":[12,25,34,53,87,98],"assist":[13],"human":[14],"creators":[15],"by":[16,62],"greatly":[17],"simplifying":[18],"music":[19],"production.":[20],"iComposer":[21,43,63],"automatically":[22],"creates":[23],"melodies":[24,90],"accompany":[26],"any":[27],"given":[28,40],"text.":[29],"It":[30],"also":[31],"enables":[32],"users":[33],"generate":[35],"a":[36,72,95],"set":[37],"of":[38,78,83,100],"lyrics":[39,93],"arbitrary":[41],"melodies.":[42],"is":[44],"based":[45],"on":[46],"three":[47],"sequence-to-sequence":[48],"models,":[49],"which":[50,79],"are":[51,64],"used":[52],"predict":[54],"melody,":[55],"rhythm,":[56],"and":[57,68,91],"lyrics,":[58],"respectively.":[59],"Songs":[60],"generated":[61],"compared":[65],"with":[66],"human-composed":[67],"randomly-generated":[69],"ones":[70],"in":[71],"subjective":[73],"test,":[74],"the":[75,81,84],"experimental":[76],"results":[77],"demonstrate":[80],"capability":[82],"proposed":[85],"write":[88],"pleasing":[89],"meaningful":[92],"at":[94],"level":[96],"similar":[97],"that":[99],"humans.":[101]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4}],"updated_date":"2026-09-01T08:31:24.195828","created_date":"2019-05-29T00:00:00"}
