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diff --git a/2023/talks.csv b/2023/talks.csv
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+Welcome,,,Orga,,101,sps23-welcome
+Proving Python code correct,with Nagini,,Marco Eilers,,102,sps23-proving-python-code
+Did you know, Matplotlib could do that?,,Teresa Kubacka,,103,sps23-did-you-know-matplotlib
+Kivy: Cross-platform,App development,for Pythonistas,Mirko Galimberti,,105,sps23-kivy-cross-platform-app-development
+A walk with CPython,,,Sadhana Srinivasan,,106,sps23-a-walk-with-cpython
+Documenting Python Code,,,Christian Heitzmann,,107,sps23-documenting-python-code
+Voice Control in Action:,A Python-Based Approach for,Operating a Quadrupedal Robot,Robin Ehrensperger,,109,sps23-voice-control-in-action
+A Short History of,Python Web Frameworks,,Quazi Nafiul Islam,,110,sps23-a-short-history-of-python-web-frameworks
+Building Dainty Dashboards,in Plotly Dash,for health data science,Avneet Kaur,,112,sps23-building-dainty-dashboards-in-plotly-dash
+Asynchronous Multiprocess,Large Model Training on PyTorch,for Synthetic Cities Generation,Pavel Sulimov,Furio Valerio Sordini,113,sps23-asynchronous-multiprocess-large-model-training
+Closing,,,Orga,,114,sps23-closing