{"id":"https://openalex.org/W4414359177","doi":"https://doi.org/10.24963/ijcai.2025/1145","title":"LivePoem: Improving the Learning Experience of Classical Chinese Poetry with AI-Generated Musical Storyboards","display_name":"LivePoem: Improving the Learning Experience of Classical Chinese Poetry with AI-Generated Musical Storyboards","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414359177","doi":"https://doi.org/10.24963/ijcai.2025/1145"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/1145","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","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/A5061702317","display_name":"Qihao Liang","orcid":"https://orcid.org/0000-0002-3866-6081"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Qihao Liang","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063349817","display_name":"Xichu Ma","orcid":"https://orcid.org/0000-0002-0891-3678"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xichu Ma","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026394780","display_name":"Torin Hopkins","orcid":"https://orcid.org/0000-0001-7359-2906"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Torin Hopkins","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100423424","display_name":"Ye Wang","orcid":"https://orcid.org/0000-0001-7992-3892"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ye Wang","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061702317"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33752799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10307","last_page":"10315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9192000031471252,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9192000031471252,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/storyboard","display_name":"Storyboard","score":0.7889000177383423},{"id":"https://openalex.org/keywords/poetry","display_name":"Poetry","score":0.5210999846458435},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.4837999939918518},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.4571000039577484},{"id":"https://openalex.org/keywords/reading-comprehension","display_name":"Reading comprehension","score":0.4068000018596649},{"id":"https://openalex.org/keywords/classical-chinese","display_name":"Classical Chinese","score":0.3571000099182129}],"concepts":[{"id":"https://openalex.org/C2777080924","wikidata":"https://www.wikidata.org/wiki/Q334667","display_name":"Storyboard","level":2,"score":0.7889000177383423},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5238000154495239},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.5210999846458435},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.4837999939918518},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.4571000039577484},{"id":"https://openalex.org/C2778780117","wikidata":"https://www.wikidata.org/wiki/Q3269423","display_name":"Reading comprehension","level":3,"score":0.4068000018596649},{"id":"https://openalex.org/C2777828232","wikidata":"https://www.wikidata.org/wiki/Q37041","display_name":"Classical Chinese","level":2,"score":0.3571000099182129},{"id":"https://openalex.org/C542929976","wikidata":"https://www.wikidata.org/wiki/Q9730","display_name":"Classical music","level":3,"score":0.35100001096725464},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3481999933719635},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34220001101493835},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.31360000371932983},{"id":"https://openalex.org/C10431821","wikidata":"https://www.wikidata.org/wiki/Q6510174","display_name":"Learning effect","level":2,"score":0.30649998784065247},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C88639978","wikidata":"https://www.wikidata.org/wiki/Q233861","display_name":"Musical notation","level":3,"score":0.30300000309944153},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2806999981403351},{"id":"https://openalex.org/C2983311337","wikidata":"https://www.wikidata.org/wiki/Q34379","display_name":"Musical instrument","level":2,"score":0.2703000009059906}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2025/1145","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","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":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Textbook":[0],"reading":[1,104,111],"has":[2,13],"long":[3],"dominated":[4],"classical":[5,37],"poetry":[6,39,58],"education":[7],"in":[8],"Chinese-speaking":[9],"communities.":[10],"However,":[11],"research":[12],"shown":[14],"that":[15,45,137],"extensive":[16],"text-based":[17],"learning":[18,40,100,116,142,156],"can":[19],"lead":[20],"to":[21,32,56,85],"learner":[22],"disengagement":[23],"and":[24,69,105,125,151],"a":[25,62,71,76,90,153],"less":[26],"pleasant":[27,155],"experience.":[28,157],"This":[29],"paper":[30],"aims":[31],"improve":[33],"the":[34,115,121,141],"experience":[35,117],"of":[36,130,144],"Chinese":[38,96],"by":[41,81,120],"introducing":[42],"LivePoem\u2014a":[43],"system":[44],"generates":[46],"musical":[47,106,138],"storyboards":[48,139],"(storyboards":[49],"with":[50],"background":[51],"music)":[52],"as":[53],"audiovisual":[54],"aids":[55],"support":[57],"comprehension.":[59],"We":[60],"employ":[61],"pre-trained":[63],"diffusion":[64],"model":[65],"for":[66],"storyboard":[67,107],"generation":[68,87],"train":[70],"prosody-based":[72],"poem-to-melody":[73],"generator":[74],"using":[75],"Transformer":[77],"model,":[78],"both":[79],"validated":[80],"standard":[82],"objective":[83],"metrics":[84],"ensure":[86],"quality.":[88],"Through":[89],"within-subjects":[91],"study":[92],"involving":[93],"25":[94],"non-native":[95],"learners,":[97],"we":[98],"compared":[99],"outcomes":[101,143],"from":[102],"textbook":[103],"viewing":[108],"through":[109],"standardised":[110],"comprehension":[112],"tests.":[113],"Additionally,":[114],"was":[118],"assessed":[119],"Self-Assessment":[122],"Manikin":[123],"(SAM)":[124],"an":[126],"inductive":[127],"thematic":[128],"analysis":[129],"learners'":[131],"open-ended":[132],"feedback.":[133],"Experimental":[134],"results":[135],"show":[136],"retained":[140],"textbooks,":[145],"while":[146],"more":[147,154],"effectively":[148],"engaging":[149],"learners":[150],"providing":[152]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}