Silvan Mertes

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 51

Top Topics

Multitask Learning

Feature Representations

Emotion Recognition

Top Venues

Publications

Silvan Mertes, Dominik Schiller, Michael Dietz, Elisabeth André, Florian Lingenfelser
The AffectToolbox: Affect Analysis for Everyone. CoRR (2024)
Ruben Schlagowski, Maurizio Volanti, Katharina Weitz, Silvan Mertes, Johanna Kuch, Elisabeth André
The feeling of being classified: raising empathy and awareness for AI bias through perspective-taking in VR. Frontiers Virtual Real. 5 (2024)
Pol van Rijn, Silvan Mertes, Kathrin Janowski, Katharina Weitz, Nori Jacoby, Elisabeth André
Giving Robots a Voice: Human-in-the-Loop Voice Creation and open-ended Labeling. CoRR (2024)
Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed 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
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. Medical Image Anal. 97 (2024)
Fabio Hellmann, Elisabeth André, Mohamed Benouis, Benedikt Buchner, Silvan Mertes
Anonymization of Faces. Datenschutz und Datensicherheit (dud) 48 (6) (2024)
Silvan Mertes, Tobias Huber, Christina Karle, Katharina Weitz, Ruben Schlagowski, Cristina Conati, Elisabeth André
Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers. CoRR (2024)
Pol van Rijn, Silvan Mertes, Kathrin Janowski, Katharina Weitz, Nori Jacoby, Elisabeth André
Giving Robots a Voice: Human-in-the-Loop Voice Creation and open-ended Labeling. CHI (2024)
Ruben Schlagowski, Dariia Nazarenko, Yekta Can, Kunal Gupta, Silvan Mertes, Mark Billinghurst, Elisabeth André
Wish You Were Here: Mental and Physiological Effects of Remote Music Collaboration in Mixed Reality. CHI (2023)
Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. CoRR (2023)
Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jegou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed 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
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data. CoRR (2023)
Alexander Heimerl, Pooja Prajod, Silvan Mertes, Tobias Baur, Matthias Kraus, Ailin Liu, Helen Risack, Nicolas Rohleder, Elisabeth André, Linda Becker
ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario. CoRR (2023)
Andreas Triantafyllopoulos, Björn W. Schuller, Gökçe Iymen, Tevfik Metin Sezgin, Xiangheng He, Zijiang Yang, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era. Proc. IEEE 111 (10) (2023)
Silvan Mertes, Marcel Strobl, Ruben Schlagowski, Elisabeth André
ASMRcade: Interactive Audio Triggers for an Autonomous Sensory Meridian Response. ICMI (2023)
Hannes Ritschel, Silvan Mertes, Florian Lingenfelser, Thomas Kiderle, Elisabeth André
The Affective Bar Piano. IVA (2023)
Ruben Schlagowski, Dariia Nazarenko, Yekta Can, Kunal Gupta, Silvan Mertes, Mark Billinghurst, Elisabeth André
Wish You Were Here: Mental and Physiological Effects of Remote Music Collaboration in Mixed Reality. CoRR (2023)
Dominik Müller, Niklas Schröter, Silvan Mertes, Fabio Hellmann, Miriam Elia, Wolfgang Reif, Bernhard Bauer, Elisabeth André, Frank Kramer
Towards Automated COVID-19 Presence and Severity Classification. CoRR (2023)
Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. AAMAS (2023)
Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Bernhard Bauer, Wolfgang Reif, Elisabeth André, Frank Kramer
Towards Automated COVID-19 Presence and Severity Classification. MIE (2023)
Fabio Hellmann, Silvan Mertes, Mohamed Benouis, Alexander Hustinx, Tzung-Chien Hsieh, Cristina Conati, Peter Krawitz, Elisabeth André
GANonymization: A GAN-based Face Anonymization Framework for Preserving Emotional Expressions. CoRR (2023)
Tobias Hallmen, Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Elisabeth André
Phoneme-Based Multi-task Assessment of Affective Vocal Bursts. DeLTA (2023)
Thomas Kiderle, Hannes Ritschel, Silvan Mertes, Elisabeth André
Multimodal Irony for Virtual Characters. IVA (2023)
Andreas Triantafyllopoulos, Björn W. Schuller, Gökçe Iymen, Tevfik Metin Sezgin, Xiangheng He, Zijiang Yang, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era. CoRR (2022)
Ruben Schlagowski, Fabian Wildgrube, Silvan Mertes, Ceenu George, Elisabeth André
Flow with the Beat! Human-Centered Design of Virtual Environments for Musical Creativity Support in VR. Creativity & Cognition (2022)
Pol van Rijn, Silvan Mertes, Dominik Schiller, Piotr Dura, Hubert Siuzdak, Peter M. C. Harrison, Elisabeth André, Nori Jacoby
VoiceMe: Personalized voice generation in TTS. INTERSPEECH (2022)
Tobias Hallmen, Silvan Mertes, Dominik Schiller, Elisabeth André
An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis. CoRR (2022)
Dominik Schiller, Silvan Mertes, Pol van Rijn, Elisabeth André
Bridging the Gap: End-to-End Domain Adaptation for Emotional Vocalization Classification using Adversarial Learning. MuSe @ ACM Multimedia (2022)
Alexander Heimerl, Silvan Mertes, Tanja Schneeberger, Tobias Baur, Ailin Liu, Linda Becker, Nicolas Rohleder, Patrick Gebhard, Elisabeth André
Generating Personalized Behavioral Feedback for a Virtual Job Interview Training System Through Adversarial Learning. AIED (1) (2022)
Silvan Mertes, Christina Karle, Tobias Huber, Katharina Weitz, Ruben Schlagowski, Elisabeth André
Alterfactual Explanations - The Relevance of Irrelevance for Explaining AI Systems. CoRR (2022)
Silvan Mertes, Andreas Margraf, Steffen Geinitz, Elisabeth André
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning. CoRR (2022)
Alexander Heimerl, Silvan Mertes, Tanja Schneeberger, Tobias Baur, Ailin Liu, Linda Becker, Nicolas Rohleder, Patrick Gebhard, Elisabeth André
"GAN I hire you?" - A System for Personalized Virtual Job Interview Training. CoRR (2022)
Silvan Mertes, Tobias Huber, Katharina Weitz, Alexander Heimerl, Elisabeth André
GANterfactual - Counterfactual Explanations for Medical Non-experts Using Generative Adversarial Learning. Frontiers Artif. Intell. 5 (2022)
Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Thomas Kiderle, Valentin Kroner, Lama Diab, Elisabeth André
Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks. CoRR (2022)
Pol van Rijn, Silvan Mertes, Dominik Schiller, Piotr Dura, Hubert Siuzdak, Peter M. C. Harrison, Elisabeth André, Nori Jacoby
VoiceMe: Personalized voice generation in TTS. CoRR (2022)
Ruben Schlagowski, Kunal Gupta, Silvan Mertes, Mark Billinghurst, Susanne Metzner, Elisabeth André
Jamming in MR: Towards Real-Time Music Collaboration in Mixed Reality. VR Workshops (2022)
Silvan Mertes, Thomas Kiderle, Ruben Schlagowski, Florian Lingenfelser, Elisabeth André
On the Potential of Modular Voice Conversion for Virtual Agents. ACII (Workshops and Demos) (2021)
Pol van Rijn, Silvan Mertes, Dominik Schiller, Peter M. C. Harrison, Pauline Larrouy-Maestri, Elisabeth André, Nori Jacoby
Exploring Emotional Prototypes in a High Dimensional TTS Latent Space. Interspeech (2021)
Pol van Rijn, Silvan Mertes, Dominik Schiller, Peter M. C. Harrison, Pauline Larrouy-Maestri, Elisabeth André, Nori Jacoby
Exploring emotional prototypes in a high dimensional TTS latent space. CoRR (2021)
Silvan Mertes, Florian Lingenfelser, Thomas Kiderle, Michael Dietz, Lama Diab, Elisabeth André
Continuous Emotions: Exploring Label Interpolation in Conditional Generative Adversarial Networks for Face Generation. DeLTA (2021)
Thomas Kiderle, Hannes Ritschel, Kathrin Janowski, Silvan Mertes, Florian Lingenfelser, Elisabeth André
Socially-Aware Personality Adaptation. ACII (Workshops and Demos) (2021)
Tobias Huber, Silvan Mertes, Stanislava Rangelova, Simon Flutura, Elisabeth André
Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation. CoRR (2021)
Ruben Schlagowski, Silvan Mertes, Elisabeth André
Taming the Chaos: Exploring Graphical Input Vector Manipulation User Interfaces for GANs in a Musical Context. Audio Mostly Conference (2021)
Alice Baird, Silvan Mertes, Manuel Milling, Lukas Stappen, Thomas Wiest, Elisabeth André, Björn W. Schuller
A Prototypical Network Approach for Evaluating Generated Emotional Speech. Interspeech (2021)
Dominik Schiller, Silvan Mertes, Pol van Rijn, Elisabeth André
Analysis by Synthesis: Using an Expressive TTS Model as Feature Extractor for Paralinguistic Speech Classification. Interspeech (2021)
Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Thomas Kiderle, Valentin Kroner, Lama Diab, Elisabeth André
Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks. DeLTA (Selected Papers) (2021)
Tobias Huber, Silvan Mertes, Stanislava Rangelova, Simon Flutura, Elisabeth André
Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation. SSCI (2021)
Silvan Mertes, Andreas Margraf, Steffen Geinitz, Elisabeth André
Alternative Data Augmentation for Industrial Monitoring Using Adversarial Learning. DeLTA (Selected Papers) (2021)
Silvan Mertes, Andreas Margraf, Christoph Kommer, Steffen Geinitz, Elisabeth André
Data Augmentation for Semantic Segmentation in the Context of Carbon Fiber Defect Detection using Adversarial Learning. DeLTA (2020)
Silvan Mertes, Tobias Huber, Katharina Weitz, Alexander Heimerl, Elisabeth André
This is not the Texture you are looking for! Introducing Novel Counterfactual Explanations for Non-Experts using Generative Adversarial Learning. CoRR (2020)
Dominik Schiller, Silvan Mertes, Elisabeth André
Embedded Emotions - A Data Driven Approach to Learn Transferable Feature Representations from Raw Speech Input for Emotion Recognition. CoRR (2020)
Silvan Mertes, Alice Baird, Dominik Schiller, Björn W. Schuller, Elisabeth André
An Evolutionary-based Generative Approach for Audio Data Augmentation. MMSP (2020)
Hannes Ritschel, Ilhan Aslan, Silvan Mertes, Andreas Seiderer, Elisabeth André
Personalized Synthesis of Intentional and Emotional Non-Verbal Sounds for Social Robots. ACII (2019)