{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,24]],"date-time":"2025-09-24T00:10:28Z","timestamp":1758672628404,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":38,"publisher":"ACM","funder":[{"DOI":"10.13039\/501100000155","name":"Social Sciences and Humanities Research Council of Canada","doi-asserted-by":"publisher","award":["895-2022-1004"],"award-info":[{"award-number":["895-2022-1004"]}],"id":[{"id":"10.13039\/501100000155","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,9,26]]},"DOI":"10.1145\/3748336.3748344","type":"proceedings-article","created":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T07:16:26Z","timestamp":1758611786000},"page":"1-9","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["From Pixels to Paleography: A Dual-Pathway Neural Network for Neume Script Classification"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-1222-1099","authenticated-orcid":false,"given":"Kyrie","family":"Bouressa","sequence":"first","affiliation":[{"name":"Distributed Digital Media Archives and Libraries Lab (DDMAL), McGill University, Schulich School of Music, Montreal, Quebec, Canada and Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT), Montreal, Quebec, Canada"}],"role":[{"role":"author","vocab":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2524-8582","authenticated-orcid":false,"given":"Ichiro","family":"Fujinaga","sequence":"additional","affiliation":[{"name":"Distributed Digital Media Archives and Libraries Lab (DDMAL), McGill University, Schulich School of Music, Montreal, Quebec, Canada"}],"role":[{"role":"author","vocab":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,9,25]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","unstructured":"Alison Altstatt. 2014. Digital and Multimedia Scholarship. Journal of the American Musicological Society 67 1 (2014) 267\u2013285. 10.1525\/jams.2014.67.1.267Publisher: [University of California Press American Musicological Society].","DOI":"10.1525\/jams.2014.67.1.267"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","unstructured":"Jos\u00e9\u00a0Carlos Aradillas Juan\u00a0Jos\u00e9 Murillo-Fuentes and Pablo\u00a0M. Olmos. 2021. Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines. IEEE Access 9 (2021) 76674\u201376688. 10.1109\/ACCESS.2021.3082689","DOI":"10.1109\/ACCESS.2021.3082689"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/WDM.2002.1176213"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","unstructured":"Arnau Bar\u00f3 Pau Riba Jorge Calvo-Zaragoza and Alicia Forn\u00e9s. 2019. From Optical Music Recognition to Handwritten Music Recognition: A Baseline. Pattern Recognition Letters 123 (May 2019) 1\u20138. 10.1016\/j.patrec.2019.02.029","DOI":"10.1016\/j.patrec.2019.02.029"},{"key":"e_1_3_3_2_6_2","volume-title":"Advances in Neural Information Processing Systems","author":"Bromley Jane","year":"1993","unstructured":"Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard S\u00e4ckinger, and Roopak Shah. 1993. Signature Verification using a \u201cSiamese\u201d Time Delay Neural Network. In Advances in Neural Information Processing Systems , Vol.\u00a06. Morgan-Kaufmann. https:\/\/proceedings.neurips.cc\/paper\/1993\/hash\/288cc0ff022877bd3df94bc9360b9c5d-Abstract.html"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","unstructured":"Jorge Calvo-Zaragoza and David Rizo. 2018. End-to-End Neural Optical Music Recognition of Monophonic Scores. Applied Sciences 8 4 (April 2018) 606. 10.3390\/app8040606","DOI":"10.3390\/app8040606"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.2307\/jj.18108222.11"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA51294.2020.00010"},{"key":"e_1_3_3_2_10_2","first-page":"111","volume-title":"Proceedings of the 8th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL 2024)","author":"Cheng Liang","year":"2024","unstructured":"Liang Cheng, Jonas Frankem\u00f6lle, Adam Axelsson, and Ekta Vats. 2024. Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition. In Proceedings of the 8th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL 2024), Yuri Bizzoni, Stefania Degaetano-Ortlieb, Anna Kazantseva, and Stan Szpakowicz (Eds.). Association for Computational Linguistics, St. Julians, Malta, 111\u2013120. https:\/\/aclanthology.org\/2024.latechclfl-1.12"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","unstructured":"Florence Cloppet Hani Daher V\u00e9ronique \u00c9glin Hubert Emptoz Matthieu Exbrayat Guillaume Joutel Frank Lebourgeois Lionel Martin Ikram Moalla Imran Siddiqi and Nicole Vincent. 2012. New Tools for Exploring Analysing and Categorising Medieval Scripts. Digital Medievalist 7 0 (Feb. 2012). 10.16995\/dm.44","DOI":"10.16995\/dm.44"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","unstructured":"Denis Coquenet Cl\u00e9ment Chatelain and Thierry Paquet. 2023. DAN: A Segmentation-Free Document Attention Network for Handwritten Document Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 45 7 (July 2023) 8227\u20138243. 10.1109\/TPAMI.2023.3235826","DOI":"10.1109\/TPAMI.2023.3235826"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.1145\/3625135.3625142"},{"key":"e_1_3_3_2_14_2","unstructured":"Elsa De\u00a0Luca. 2017. The Neumes of the Le\u00f3n Antiphoner: 2017 Annual Meeting of the American Musicological Society. 262\u2013263."},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","unstructured":"J\u00fcrgen Diet. 2018. Optical Music Recognition in der Bayerischen Staatsbibliothek. Bibliothek Forschung und Praxis 42 2 (July 2018) 319\u2013323. 10.1515\/bfp-2018-0030","DOI":"10.1515\/bfp-2018-0030"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICFHR.2010.104"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2019.8902658"},{"key":"e_1_3_3_2_18_2","unstructured":"Andrew Hankinson. 2015. Optical Music Recognition Infrastructure for Large-scale Music Document Analysis. Thesis. McGill University Montr\u00e9al. https:\/\/escholarship.mcgill.ca\/concern\/theses\/8g84mq59r"},{"key":"e_1_3_3_2_19_2","unstructured":"Andrew Hankinson. 2016. Making Music Notation Searchable: Large-scale Optical Music Recognition Search and Retrieval Across Institutions. Talk presented at Research Uncovered: Public talks on Digital Scholarship. Bodleian Libraries University of Oxford: United Kingdom. Public lecture."},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","unstructured":"Alexander Hartelt Tim Eipert and Frank Puppe. 2024. Optical Medieval Music Recognition\u2014A Complete Pipeline for Historic Chants. Applied Sciences 14 16 (Jan. 2024) 7355. 10.3390\/app14167355","DOI":"10.3390\/app14167355"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","unstructured":"Kate Helsen. 2019. Review: Measuring Polyphony: Digital Encodings of Late Medieval Music. Journal of the American Musicological Society 72 3 (Dec. 2019) 912\u2013920. 10.1525\/jams.2019.72.3.912","DOI":"10.1525\/jams.2019.72.3.912"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","unstructured":"Kate Helsen Inga Behrendt and Jennifer Bain. 2017. A Morphology of Medieval Notations in the Optical Neume Recognition Project. Arti musices 48 2 (2017) 241\u2013266. 10.21857\/94kl4cxpqm","DOI":"10.21857\/94kl4cxpqm"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","unstructured":"Emma Hornby Rebecca Maloy and Paul Rouse. 2022. Chant Editing and Analysis Program: a Tool for Analyzing Liturgical Chant. Journal of Medieval Iberian Studies 14 1 (Jan. 2022) 82\u201395. 10.1080\/17546559.2021.2023752","DOI":"10.1080\/17546559.2021.2023752"},{"key":"e_1_3_3_2_24_2","doi-asserted-by":"publisher","unstructured":"Gaurav Kumar and Venu Govindaraju. 2017. Bayesian Background Models for Keyword Spotting in Handwritten Documents. Pattern Recognition 64 (April 2017) 84\u201391. 10.1016\/j.patcog.2016.06.030","DOI":"10.1016\/j.patcog.2016.06.030"},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"publisher","unstructured":"Elsa\u00a0De Luca Inga Behrendt Ichiro Fujinaga Kate Helsen and Stefan Morent. 2024. Visual or Symbolic? Best Practices for Encoding Neumes. Series Musicologica Balcanica5 (Dec. 2024) 157\u2013176. 10.26262\/smb.v0i5.10413","DOI":"10.26262\/smb.v0i5.10413"},{"key":"e_1_3_3_2_26_2","volume-title":"The XIX Meeting of Cantus Planus: Meeting og the IMS Study Group","author":"Luca Elsa\u00a0De","year":"2018","unstructured":"Elsa\u00a0De Luca, Kate Helsen, Inga Behrendt, Ichiro Fujinaga, Alessandra Ignesti, and Debra Lacoste. 2018. \u201cA neume by any other name\u2026\u201d: Considering Neumes described in MEI. In The XIX Meeting of Cantus Planus: Meeting og the IMS Study Group. V\u00e4xj\u00f6, Sweden. https:\/\/novaresearch.unl.pt\/en\/activities\/a-neume-by-any-other-name-considering-neumes-described-in-mei"},{"key":"e_1_3_3_2_27_2","first-page":"319","volume-title":"Proceedings of the 24th International Society for Music Information Retrieval Conference","author":"Martinez-Sevilla Juan\u00a0C","year":"2023","unstructured":"Juan\u00a0C Martinez-Sevilla, Adrian Rosello, David Rizo, and Jorge Calvo-Zaragoza. 2023. On the Performance of Optical Music Recognition in the Absence of Specific Training Data. In Proceedings of the 24th International Society for Music Information Retrieval Conference. Milan, Italy, 319\u2013326."},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"publisher","unstructured":"Jamshed Memon Maira Sami Rizwan\u00a0Ahmed Khan and Mueen Uddin. 2020. Handwritten Optical Character Recognition (OCR): A Comprehensive Systematic Literature Review (SLR). IEEE Access 8 (2020) 142642\u2013142668. 10.1109\/ACCESS.2020.3012542","DOI":"10.1109\/ACCESS.2020.3012542"},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","unstructured":"Manoj\u00a0Kumar Panda Akhilesh Sharma Vatsalya Bajpai Badri\u00a0Narayan Subudhi Veerakumar Thangaraj and Vinit Jakhetiya. 2022. Encoder and Decoder Network with ResNet-50 and Global Average Feature Pooling for Local Change Detection. Computer Vision and Image Understanding 222 (Sept. 2022) 103501. 10.1016\/j.cviu.2022.103501","DOI":"10.1016\/j.cviu.2022.103501"},{"key":"e_1_3_3_2_30_2","volume-title":"Proceedings of the 23rd International Society for Music Information Retrieval Conference","author":"R\u00edos-Vila Antonio","year":"2022","unstructured":"Antonio R\u00edos-Vila, Jos\u00e9\u00a0M I\u00f1esta, and Jorge Calvo-Zaragoza. 2022. End-to-End Full-Page Optical Music Recognition for Mensural Notation. In Proceedings of the 23rd International Society for Music Information Retrieval Conference. Bengaluru, India."},{"key":"e_1_3_3_2_31_2","first-page":"24","volume-title":"DARIAH Annual Event 2021 - Interfaces","author":"Scharnhorst Andrea","year":"2021","unstructured":"Andrea Scharnhorst, Femmy Admiraal, Peter Van\u00a0Kranenburg, Christophe Guillotel-Nothmann, and Paul Mulholland. 2021. The Polifonia Portal: A Confluence of User Stories, Research Pilots, Data Management and Knowledge Graph Technology. In DARIAH Annual Event 2021 - Interfaces, Frank Fischer, Francesca Morselli, Femmy Admiraal, Andrea Scharnhorst, Edward Gray, Georgious Artopoulos, Matej Durco, Agiatis Bernardou, Tibor Kalman, Marianne Huang, and Almila Akdag (Eds.). DARIAH, 24\u201325. https:\/\/dariah-2021.sciencesconf.org"},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICFHR.2012.235"},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"publisher","unstructured":"Karen Simonyan and Andrew Zisserman. 2015. Very Deep Convolutional Networks for Large-Scale Image Recognition. 10.48550\/arXiv.1409.1556","DOI":"10.48550\/arXiv.1409.1556"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"crossref","unstructured":"Stuart Snydman. 2015. The International Image Interoperability Framework (IIIF): A Community & Technology Approach for Web-based Images. Society for Imaging Science and Technology (2015) 6.","DOI":"10.2352\/issn.2168-3204.2015.12.1.art00005"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"publisher","unstructured":"Mohamed\u00a0Ali Souibgui Asma Bensalah Jialuo Chen Alicia Forn\u00e9s and Michelle Waldisp\u00fchl. 2022. A User Perspective on HTR Methods for the Automatic Transcription of Rare Scripts: The Case of Codex Runicus. Journal on Computing and Cultural Heritage 15 (July 2022). 10.1145\/3519306","DOI":"10.1145\/3519306"},{"key":"e_1_3_3_2_36_2","doi-asserted-by":"publisher","unstructured":"Aaron Swartz. 2002. MusicBrainz: a Semantic Web Service. IEEE Intelligent Systems 17 1 (Jan. 2002) 76\u201377. 10.1109\/5254.988466","DOI":"10.1109\/5254.988466"},{"key":"e_1_3_3_2_37_2","first-page":"137","volume-title":"The Rise of AI: Implications and Applications of Artificial Intelligence in Academic Libraries.","author":"Terras Melissa","year":"2022","unstructured":"Melissa Terras. 2022. The Role of the Library When Computers Can Read: Critically Adopting Handwritten Text Recognition (HTR) Technologies to Support Research. In The Rise of AI: Implications and Applications of Artificial Intelligence in Academic Libraries., A\u00a0Wheatley and S\u00a0Hervieux (Eds.). ACRL - Association of College & Research Libraries, Atlanta, Georgia, USA, 137\u2013148."},{"key":"e_1_3_3_2_38_2","doi-asserted-by":"publisher","DOI":"10.25972\/OPUS-21434"},{"key":"e_1_3_3_2_39_2","doi-asserted-by":"publisher","unstructured":"Shrinivas\u00a0R. Zanwar Yogesh\u00a0H. Bhosale Devendra\u00a0L. Bhuyar Zakee Ahmed Ulhas\u00a0B. Shinde and Sandipann\u00a0P. Narote. 2023. English Handwritten Character Recognition Based on Ensembled Machine Learning. Journal of The Institution of Engineers (India): Series B 104 5 (Oct. 2023) 1053\u20131067. 10.1007\/s40031-023-00917-9","DOI":"10.1007\/s40031-023-00917-9"}],"event":{"name":"DLfM 2025: 12th International Conference on Digital Libraries for Musicology","acronym":"DLfM 2025","location":"Seoul Republic of Korea"},"container-title":["Proceedings of the 12th International Conference on Digital Libraries for Musicology"],"original-title":[],"deposited":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T07:51:38Z","timestamp":1758613898000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3748336.3748344"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,25]]},"references-count":38,"alternative-id":["10.1145\/3748336.3748344","10.1145\/3748336"],"URL":"https:\/\/doi.org\/10.1145\/3748336.3748344","relation":{},"subject":[],"published":{"date-parts":[[2025,9,25]]},"assertion":[{"value":"2025-09-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}