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ORCIDSilvan Mertes
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2020 – today
- 2024
[j5]Fabio Hellmann, Elisabeth André, Mohamed Benouis, Benedikt Buchner, Silvan Mertes:
Anonymization of Faces. Datenschutz und Datensicherheit (dud) 48(6): 364-367 (2024)- [j4]Ruben Schlagowski, Maurizio Volanti, Katharina Weitz, Silvan Mertes, Johanna Magdalena 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) - [j3]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: 103230 (2024) - [c30]Ruben Schlagowski, Silvan Mertes, Dariia Nazarenko, Alexander Dauber, Elisabeth André:
XR Composition in the Wild: The Impact of User Environments on Creativity, UX and Flow during Music Production in Augmented Reality. Audio Mostly Conference 2024: 152-161 - [c29]Johanna Holzinger, Alexander Heimerl, Ruben Schlagowski, Elisabeth André, Silvan Mertes:
A Machine Learning-Driven Interactive Training System for Extreme Vocal Techniques. Audio Mostly Conference 2024: 348-354 - [c28]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: 584:1-584:34 - [c27]Silvan Mertes, Tobias Huber, Christina Karle, Katharina Weitz, Ruben Schlagowski, Cristina Conati, Elisabeth André:
Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers. IJCAI 2024: 467-475 - [c26]Johanna Magdalena Kuch, Jauwairia Nasir, Silvan Mertes, Ruben Schlagowski, Christian Becker-Asano, Elisabeth André:
Evaluating Gender Ambiguity, Novelty and Anthropomorphism in Humming and Talking Voices for Robots. RO-MAN 2024: 2219-2225 - [i21]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 abs/2402.05206 (2024) - [i20]Silvan Mertes, Dominik Schiller, Michael Dietz, Elisabeth André, Florian Lingenfelser:
The AffectToolbox: Affect Analysis for Everyone. CoRR abs/2402.15195 (2024) - [i19]Silvan Mertes, Tobias Huber, Christina Karle, Katharina Weitz, Ruben Schlagowski, Cristina Conati, Elisabeth André:
Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers. CoRR abs/2405.05295 (2024) - [i18]Silvan Mertes, Daksitha Withanage Don, Otto Grothe, Johanna Magdalena Kuch, Ruben Schlagowski, Elisabeth André:
VoiceX: A Text-To-Speech Framework for Custom Voices. CoRR abs/2408.12170 (2024) - 2023
- [j2]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): 1355-1381 (2023) - [c25]Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André:
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. AAMAS 2023: 1097-1106 - [c24]Ruben Schlagowski, Dariia Nazarenko, Yekta Said 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: 102:1-102:16 - [c23]Tobias Hallmen, Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Elisabeth André:
Phoneme-Based Multi-task Assessment of Affective Vocal Bursts. DeLTA 2023: 209-222 - [c22]Silvan Mertes, Marcel Strobl, Ruben Schlagowski, Elisabeth André:
ASMRcade: Interactive Audio Triggers for an Autonomous Sensory Meridian Response. ICMI 2023: 70-78 - [c21]Thomas Kiderle, Hannes Ritschel, Silvan Mertes, Elisabeth André:
Multimodal Irony for Virtual Characters. IVA 2023: 32:1-32:4 - [c20]Hannes Ritschel, Silvan Mertes, Florian Lingenfelser, Thomas Kiderle, Elisabeth André:
The Affective Bar Piano. IVA 2023: 64:1-64:3 - [c19]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: 917-921 - [i17]Ruben Schlagowski, Dariia Nazarenko, Yekta Said 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 abs/2301.09402 (2023) - [i16]Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André:
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. CoRR abs/2302.12689 (2023) - [i15]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 abs/2303.07742 (2023) - [i14]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 abs/2305.02143 (2023) - [i13]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 abs/2305.08660 (2023) - [i12]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 Dubois:
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data. CoRR abs/2306.10484 (2023) - 2022
- [j1]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: 825565 (2022) - [c18]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: 679-684 - [c17]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: 428-442 - [c16]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: 2588-2592 - [c15]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: 95-100 - [c14]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: 854-855 - [i11]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 abs/2203.15379 (2022) - [i10]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 abs/2204.12237 (2022) - [i9]Silvan Mertes, Andreas Margraf, Steffen Geinitz, Elisabeth André:
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning. CoRR abs/2205.04222 (2022) - [i8]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 abs/2206.03869 (2022) - [i7]Silvan Mertes, Christina Karle, Tobias Huber, Katharina Weitz, Ruben Schlagowski, Elisabeth André:
Alterfactual Explanations - The Relevance of Irrelevance for Explaining AI Systems. CoRR abs/2207.09374 (2022) - [i6]Tobias Hallmen, Silvan Mertes, Dominik Schiller, Elisabeth André:
An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis. CoRR abs/2209.13914 (2022) - [i5]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 abs/2210.03538 (2022) - 2021
- [c13]Thomas Kiderle, Hannes Ritschel, Kathrin Janowski, Silvan Mertes, Florian Lingenfelser, Elisabeth André:
Socially-Aware Personality Adaptation. ACII (Workshops and Demos) 2021: 1-8 - [c12]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: 1-7 - [c11]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: 216-223 - [c10]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: 132-139 - [c9]Silvan Mertes, Andreas Margraf, Steffen Geinitz, Elisabeth André:
Alternative Data Augmentation for Industrial Monitoring Using Adversarial Learning. DeLTA (Selected Papers) 2021: 1-23 - [c8]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: 67-87 - [c7]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: 486-490 - [c6]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: 3161-3165 - [c5]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: 3870-3874 - [c4]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: 1-8 - [i4]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 abs/2105.01891 (2021) - [i3]Tobias Huber, Silvan Mertes, Stanislava Rangelova, Simon Flutura, Elisabeth André:
Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation. CoRR abs/2108.08762 (2021) - 2020
- [c3]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: 59-67 - [c2]Silvan Mertes, Alice Baird, Dominik Schiller, Björn W. Schuller, Elisabeth André:
An Evolutionary-based Generative Approach for Audio Data Augmentation. MMSP 2020: 1-6 - [i2]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 abs/2009.14523 (2020) - [i1]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 abs/2012.11905 (2020)
2010 – 2019
- 2019
- [c1]Hannes Ritschel, Ilhan Aslan, Silvan Mertes, Andreas Seiderer, Elisabeth André:
Personalized Synthesis of Intentional and Emotional Non-Verbal Sounds for Social Robots. ACII 2019: 1-7
Coauthor Index
[j5] [j4] [c30] [c29] [c28] [c27] [c26] [i21] [i20] [i19] [i18] [j2] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [i17] [i16] [i15] [i14] [i13] [j1] [c18] [c17] [c16] [c15] [c14] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [i4] [i3] [c3] [c2] [i2] [i1] [c1]
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last updated on 2024-12-10 21:45 CET by the dblp team
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