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SUMMARY:Online lecture 2: Using automatic transcription for processing historical sources
DESCRIPTION:Lecturers: Adrià Molina (Computer Vision Center) & Joana Maria Pujadas-Mora (Open University of Catalonia & Center for Demographic Studies) \nContent of the lecture: The aim of the lecture is to explore the development of a historical digital twin from demographic sources within a big data setup.  \nObjectives of the lecture: \n\nHighlighting the legitimacy of using automatic methods on demographic sources.\nUnderstanding the current challenges in applying AI to historical sources.\nOvercoming challenges through handwriting recognition of population registers to build the BALL database.\n\nRecommended reading: \n\nPujadas-Mora\, J. M.\, Fornés\, A.\, Ramos Terrades\, O.\, Chen\, J.\, Valls-Fígols\, M.\, & Cabré\, A. (2022). The Barcelona Historical Marriage Database and the Baix Llobregat Demographic Database. From algorithms for handwriting recognition to individual-level demographic and socioeconomic data. Historical Life Course Studies\, 2022\, 12 (99).\nMolina\, A.\, Terrades\, O. R.\, & Lladós\, J. (2024\, August). Fetch-A-Set: A Large-Scale OCR-Free Benchmark for Historical Document Retrieval. In International Workshop on Document Analysis Systems (pp. 347-362). Cham: Springer Nature Switzerland.\n\nYou can download the presentation by Adrià Molina in .pdf.
URL:https://greatleap.eu/event/online-lecture-2-using-automatic-transcription-for-processing-historical-sources/
CATEGORIES:GREATLEAP,WG4
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