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Silvan Mertes

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The AffectToolbox: Affect Analysis for Everyone

Feb 23, 2024
Silvan Mertes, Dominik Schiller, Michael Dietz, Elisabeth André, Florian Lingenfelser

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Giving Robots a Voice: Human-in-the-Loop Voice Creation and open-ended Labeling

Feb 07, 2024
Pol van Rijn, Silvan Mertes, Kathrin Janowski, Katharina Weitz, Nori Jacoby, Elisabeth André

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The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data

Jun 25, 2023
Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schon, Katja Ludwig, Rainer Lienhart, Simon Jegou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Muller, Silvan Mertes, Niklas Schroter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matias Nicolas Bossa, Abel Diaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel Dubois

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Towards Automated COVID-19 Presence and Severity Classification

May 15, 2023
Dominik Müller, Niklas Schröter, Silvan Mertes, Fabio Hellmann, Miriam Elia, Wolfgang Reif, Bernhard Bauer, Elisabeth André, Frank Kramer

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GANonymization: A GAN-based Face Anonymization Framework for Preserving Emotional Expressions

May 03, 2023
Fabio Hellmann, Silvan Mertes, Mohamed Benouis, Alexander Hustinx, Tzung-Chien Hsieh, Cristina Conati, Peter Krawitz, Elisabeth André

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ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario

Mar 14, 2023
Alexander Heimerl, Pooja Prajod, Silvan Mertes, Tobias Baur, Matthias Kraus, Ailin Liu, Helen Risack, Nicolas Rohleder, Elisabeth André, Linda Becker

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GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations

Feb 24, 2023
Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André

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An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era

Oct 06, 2022
Andreas Triantafyllopoulos, Björn W. Schuller, Gökçe İymen, Metin Sezgin, Xiangheng He, Zijiang Yang, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao

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An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis

Sep 28, 2022
Tobias Hallmen, Silvan Mertes, Dominik Schiller, Elisabeth André

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