{"id":"https://openalex.org/W7213809336","doi":null,"title":"Mixing Real and Synthetic Data for Handwritten Optical Music Recognition: Domain Adaptation on Debussy Manuscripts","display_name":"Mixing Real and Synthetic Data for Handwritten Optical Music Recognition: Domain Adaptation on Debussy Manuscripts","publication_year":2026,"publication_date":"2026-09-21","ids":{"openalex":"https://openalex.org/W7213809336"},"language":"en","primary_location":{"id":"pmh:oai:HAL:hal-05754540v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-05754540v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICCCM 2026 - Fourth International Conference on Computational and Cognitive Musicology, Sep 2026, W\u00fcrzburg, Germany. 2026","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05754540v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008460145","display_name":"Hugo Scheithauer","orcid":"https://orcid.org/0000-0002-5659-4675","observed_orcids":["https://orcid.org/0000-0002-5659-4675"]},"institutions":[{"id":"https://openalex.org/I4405261730","display_name":"ALMANACH: Mod\u00e9lisation et analyse linguistique automatique et humanit\u00e9s computationnelles","ror":"https://ror.org/05rnwy495","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4405257605","https://openalex.org/I4405261730"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Scheithauer, Hugo","raw_affiliation_strings":["ALMAnaCH - Automatic Language Modelling and ANAlysis & Computational Humanities (48 Rue Barrault, 75013 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ALMAnaCH - Automatic Language Modelling and ANAlysis & Computational Humanities (48 Rue Barrault, 75013 Paris - France)","institution_ids":["https://openalex.org/I4405261730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076012918","display_name":"Thibault Cl\u00e9rice","orcid":"https://orcid.org/0000-0003-1852-9204","observed_orcids":["https://orcid.org/0000-0003-1852-9204"]},"institutions":[{"id":"https://openalex.org/I4405261730","display_name":"ALMANACH: Mod\u00e9lisation et analyse linguistique automatique et humanit\u00e9s computationnelles","ror":"https://ror.org/05rnwy495","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4405257605","https://openalex.org/I4405261730"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cl\u00e9rice, Thibault","raw_affiliation_strings":["ALMAnaCH - Automatic Language Modelling and ANAlysis & Computational Humanities (48 Rue Barrault, 75013 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ALMAnaCH - Automatic Language Modelling and ANAlysis & Computational Humanities (48 Rue Barrault, 75013 Paris - France)","institution_ids":["https://openalex.org/I4405261730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063547675","display_name":"Gonzalo Romero-Garc\u00eda","orcid":"https://orcid.org/0000-0003-1971-6204","observed_orcids":["https://orcid.org/0000-0003-1971-6204","https://orcid.org/0000-0002-3260-2159"]},"institutions":[{"id":"https://openalex.org/I4210138808","display_name":"\u00c9cole Pour l'Informatique et les Techniques Avanc\u00e9es","ror":"https://ror.org/04r5ddq29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210138808"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Romero-Garc\u00eda, Gonzalo","raw_affiliation_strings":["LRE - Laboratoire de Recherche de l'EPITA (14-16, RUE VOLTAIRE94270 LE KREMLIN-BIC\u00caTREFRANCE - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LRE - Laboratoire de Recherche de l'EPITA (14-16, RUE VOLTAIRE94270 LE KREMLIN-BIC\u00caTREFRANCE - France)","institution_ids":["https://openalex.org/I4210138808"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9804999828338623,"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"}},"topics":[{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9804999828338623,"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/T11309","display_name":"Music and Audio Processing","score":0.014800000004470348,"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":0.0007999999797903001,"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/domain-adaptation","display_name":"domain adaptation","score":0.8859999775886536},{"id":"https://openalex.org/keywords/synthetic-data-augmentation","display_name":"synthetic data augmentation","score":0.7279999852180481},{"id":"https://openalex.org/keywords/claude-debussy","display_name":"Claude Debussy","score":0.8069999814033508},{"id":"https://openalex.org/keywords/autograph-manuscripts","display_name":"autographs","score":0.9100000262260437},{"id":"https://openalex.org/keywords/musicxml","display_name":"MusicXML","score":0.5740000009536743},{"id":"https://openalex.org/keywords/symbol-error-rate","display_name":"symbol error rate","score":0.7110000252723694},{"id":"https://openalex.org/keywords/musical-notation","display_name":"musical notation","score":0.46299999952316284},{"id":"https://openalex.org/keywords/generative-models","display_name":"generative models","score":0.40799999237060547}],"concepts":[{"id":"https://openalex.org/C138777275","wikidata":"https://www.wikidata.org/wiki/Q6884054","display_name":"Mixing (physics)","level":2,"score":0.6565999984741211},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.6212999820709229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5992000102996826},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5981000065803528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.541700005531311},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5110999941825867},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43299999833106995},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.39899998903274536},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33709999918937683},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32739999890327454},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2937999963760376}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:HAL:hal-05754540v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-05754540v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICCCM 2026 - Fourth International Conference on Computational and Cognitive Musicology, Sep 2026, W\u00fcrzburg, Germany. 2026","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05754540v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-05754540v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICCCM 2026 - Fourth International Conference on Computational and Cognitive Musicology, Sep 2026, W\u00fcrzburg, Germany. 2026","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7201922341","https://openalex.org/W7164047214","https://openalex.org/W7160943432","https://openalex.org/W3198091796","https://openalex.org/W7223223692","https://openalex.org/W2601888455","https://openalex.org/W2785680402","https://openalex.org/W2963043364","https://openalex.org/W2917211058","https://openalex.org/W7222772482"],"abstract_inverted_index":{"We":[0],"fine-tune":[1],"a":[2],"Sheet":[3],"Music":[4],"Transformer":[5],"on":[6],"our":[7],"dataset":[8,81],"of":[9,65],"Claude":[10,84],"Debussy's":[11,85],"autograph":[12,86],"manuscripts":[13],"[10],":[14],"cutting":[15],"handwritten":[16,74],"optical":[17],"music":[18],"recognition":[19],"(OMR)":[20],"symbol":[21],"error":[22],"rate":[23],"(SER)":[24],"from":[25,52],"84%":[26],"zero-shot":[27],"to":[28],"51%":[29],"fine-tuned.":[30],"Mixing":[31],"in":[32],"synthetic":[33],"data":[34],"(via":[35],"Smashcima":[36],"[3])":[37],"improves":[38],"SER":[39],"by":[40],"only":[41],"4":[42],"more":[43],"points:":[44],"deterministic":[45],"generators":[46],"don't":[47],"yet":[48],"cover":[49],"notation":[50],"missing":[51],"pretraining,":[53],"such":[54],"as":[55],"slurs":[56],"and":[57,73,100],"articulations,":[58],"which":[59],"account":[60],"for":[61],"1.9\u00d7":[62],"their":[63],"share":[64],"errors.":[66],"OMR":[67],"benchmarks":[68],"are":[69],"almost":[70],"entirely":[71],"synthetic,":[72],"score":[75],"datasets":[76],"remain":[77],"scarce.":[78],"The":[79],"Debussy":[80],"[10]":[82],"pairs":[83],"piano":[87],"manuscripts,":[88],"held":[89],"at":[90,97],"the":[91,98],"BnF,":[92],"with":[93],"MusicXML":[94],"ground":[95],"truth":[96],"page":[99],"system":[101],"levels.":[102]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-09-21T00:00:00"}