diff --git a/activities/publications/content.json b/activities/publications/content.json
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@@ -19,7 +19,7 @@
     "2023": [
         "Acquilino, Alberto, Ninad Puranik, Ichiro Fujinaga, and Gary P Scavone. 2023b. \u201cA Dataset and Baseline for Automated Assessment of Timbre Quality in Trumpet Sound.\u201d In <i>Proceedings of the International Society for Music Information Retrieval Conference,</i> (Milan, Italy), 684\u201391.",
         "Acquilino, Alberto, Ninad Puranik, Ichiro Fujinaga, and Gary Scavone. 2023a. \u201cDetecting Efficiency in Trumpet Sound Production: Proposed Methodology and Pedagogical Implications.\u201d In <i>Proceedings of the Stockholm Music Acoustics Conference</i> (Stockholm, Sweden), 72\u201379.",
-        "Castellanos, Francisco J, Antonio Javier Gallego, and Ichiro Fujinaga. 2023a. \u201cA Few-Shot Neural Approach for Layout Analysis of Music Score Images.\u201d <i>Acquilino, Alberto, Ninad Puranik, Ichiro Fujinaga, and Gary P Scavone. 2023. \u201cA Dataset and Baseline for Automated Assessment of Timbre Quality in Trumpet Sound.\u201d In <i>Proceedings of the International Society for Music Information Retrieval Conference, 684\u201391. Milan, Italy.</i> (Milan, Italy), 106\u201313.",
+        "Castellanos, Francisco J, Antonio Javier Gallego, and Ichiro Fujinaga. 2023a. \u201cA Few-Shot Neural Approach for Layout Analysis of Music Score Images.\u201d In <i>Proceedings of the International Society for Music Information Retrieval Conference, 684\u201391. Milan, Italy.</i> (Milan, Italy), 106\u201313.",
         "Castellanos, Francisco J, Antonio Javier Gallego, and Ichiro Fujinaga. 2023b. \u201cA Preliminary Study of Few-Shot Learning for Layout Analysis of Music Scores.\u201d In <i>Proceedings of the 5th International Workshop on Reading Music Systems</i>, edited by Jorge Calvo-Zaragoza, Alexander Pacha, and Elona Shatri. Milan, Italy. <a href=\"https://doi.org/10.48550/arXiv.2311.04091\">https://doi.org/10.48550/arXiv.2311.04091</a>.",
         "Fujinaga, Ichiro, and Gabriel Vigliensoni. 2023. \u201cOptical Music Recognition Workflow for Medieval Music Manuscripts.\u201d In <i>Proceedings of the 5th International Workshop on Reading Music Systems</i>, edited by Jorge Calvo-Zaragoza, Alexander Pacha, and Elona Shatri. Milan, Italy. <a href=\"https://doi.org/10.48550/arXiv.2311.04091\">https://doi.org/10.48550/arXiv.2311.04091</a>.",
         "McKay, Cory, Julie Cumming, and Ichiro Fujinaga. 2023. \u201cRhythmic, Melodic and Vertical N-Gram Features as a Means of Studying Symbolic Music Computationally.\u201d In <i>Annual International Conference of the Alliance of Digital Humanities</i>, edited by Anne Baillot, Toma Tasovac, Walter Scholger, and Georg Vogeler. Graz, Austria. <a href=\"https://doi.org/10.5281/ZENODO.8107739\">https://doi.org/10.5281/ZENODO.8107739</a>."
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