Papers and submissions
My reaearch focus, regarding ROXANNE EU-funded project, is speaker verification and speech recognition in the context of criminal activities. I explore the various ways to leverage criminal network topology. I am more broadly interested in applied Machine Learning, and in applications of ML in the Medical Field.
11.2020 - Detection of Similar Languages and Dialects Using Deep Supervised Autoencoders, Shantipriya Parida, Esaú Villatoro-Tello, Sajit Kumar, Mael Fabien, and Petr Motlicek, accepted at ICON 2020.
11.2020 - BertAA: Bert fine-tuning for Authorship Attribution, Mael Fabien, Esaú Villatoro-Tello, Petr Motlicek, and Shantipriya Parida, accepted at ICON 2020.
09.2020 - “Speaker Identification Enhancement using Network Knowledge in Criminal Investigations”, Mael Fabien, Seyyed Saeed Sarfjoo, Petr Motlicek, Srikanth Madikeri, submitted to ICASSP 2020
07.2019 - “Multimodal Emotion Recognition”, Master Thesis, Anatoli de Bradke, Mael Fabien, Raphael Lederman, Stephane Reynal
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