Personalized Synthesis of Intentional and Emotional Non-Verbal Sounds for Social Robots. - Hannes Ritschel; Ilhan Aslan; Silvan Mertes; Andreas Seiderer; Elisabeth André (ACII, 2019)

Data Augmentation for Semantic Segmentation in the Context of Carbon Fiber Defect Detection using Adversarial Learning. - Silvan Mertes; Andreas Margraf; Christoph Kommer; Steffen Geinitz; Elisabeth André (DeLTA, 2020)

An Evolutionary-based Generative Approach for Audio Data Augmentation. - Silvan Mertes; Alice Baird; Dominik Schiller; Björn W. Schuller; Elisabeth André (MMSP, 2020)

Embedded Emotions - A Data Driven Approach to Learn Transferable Feature Representations from Raw Speech Input for Emotion Recognition. - Dominik Schiller; Silvan Mertes; Elisabeth André (CoRR, 2020)

This is not the Texture you are looking for! Introducing Novel Counterfactual Explanations for Non-Experts using Generative Adversarial Learning. - Silvan Mertes; Tobias Huber; Katharina Weitz; Alexander Heimerl; Elisabeth André (CoRR, 2020)

Socially-Aware Personality Adaptation. - Thomas Kiderle; Hannes Ritschel; Kathrin Janowski; Silvan Mertes; Florian Lingenfelser; Elisabeth André (ACII (Workshops and Demos), 2021)

On the Potential of Modular Voice Conversion for Virtual Agents. - Silvan Mertes; Thomas Kiderle; Ruben Schlagowski; Florian Lingenfelser; Elisabeth André (ACII (Workshops and Demos), 2021)

Taming the Chaos: Exploring Graphical Input Vector Manipulation User Interfaces for GANs in a Musical Context. - Ruben Schlagowski; Silvan Mertes; Elisabeth André (Audio Mostly Conference, 2021)

Continuous Emotions: Exploring Label Interpolation in Conditional Generative Adversarial Networks for Face Generation. - Silvan Mertes; Florian Lingenfelser; Thomas Kiderle; Michael Dietz; Lama Diab; Elisabeth André (DeLTA, 2021)

Alternative Data Augmentation for Industrial Monitoring Using Adversarial Learning. - Silvan Mertes; Andreas Margraf; Steffen Geinitz; Elisabeth André (DeLTA (Selected Papers), 2021)

Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks. - Silvan Mertes; Dominik Schiller; Florian Lingenfelser; Thomas Kiderle; Valentin Kroner; Lama Diab; Elisabeth André (DeLTA (Selected Papers), 2021)

A Prototypical Network Approach for Evaluating Generated Emotional Speech. - Alice Baird; Silvan Mertes; Manuel Milling; Lukas Stappen; Thomas Wiest; Elisabeth André; Björn W. Schuller (Interspeech, 2021)

Exploring Emotional Prototypes in a High Dimensional TTS Latent Space. - Pol van Rijn; Silvan Mertes; Dominik Schiller; Peter M. C. Harrison; Pauline Larrouy-Maestri; Elisabeth André; Nori Jacoby (Interspeech, 2021)

Analysis by Synthesis: Using an Expressive TTS Model as Feature Extractor for Paralinguistic Speech Classification. - Dominik Schiller; Silvan Mertes; Pol van Rijn; Elisabeth André (Interspeech, 2021)

Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation. - Tobias Huber; Silvan Mertes; Stanislava Rangelova; Simon Flutura; Elisabeth André (SSCI, 2021)

Generating Personalized Behavioral Feedback for a Virtual Job Interview Training System Through Adversarial Learning. - Alexander Heimerl; Silvan Mertes; Tanja Schneeberger; Tobias Baur 001; Ailin Liu; Linda Becker; Nicolas Rohleder; Patrick Gebhard; Elisabeth André (AIED (1), 2022)

Flow with the Beat! Human-Centered Design of Virtual Environments for Musical Creativity Support in VR. - Ruben Schlagowski; Fabian Wildgrube; Silvan Mertes; Ceenu George; Elisabeth André (Creativity & Cognition, 2022)

VoiceMe: Personalized voice generation in TTS. - Pol van Rijn; Silvan Mertes; Dominik Schiller; Piotr Dura; Hubert Siuzdak; Peter M. C. Harrison; Elisabeth André; Nori Jacoby (INTERSPEECH, 2022)

Bridging the Gap: End-to-End Domain Adaptation for Emotional Vocalization Classification using Adversarial Learning. - Dominik Schiller; Silvan Mertes; Pol van Rijn; Elisabeth André (MuSe @ ACM Multimedia, 2022)

Jamming in MR: Towards Real-Time Music Collaboration in Mixed Reality. - Ruben Schlagowski; Kunal Gupta; Silvan Mertes; Mark Billinghurst; Susanne Metzner; Elisabeth André (VR Workshops, 2022)

"GAN I hire you?" - A System for Personalized Virtual Job Interview Training. - Alexander Heimerl; Silvan Mertes; Tanja Schneeberger; Tobias Baur 001; Ailin Liu; Linda Becker; Nicolas Rohleder; Patrick Gebhard; Elisabeth André (CoRR, 2022)

Alterfactual Explanations - The Relevance of Irrelevance for Explaining AI Systems. - Silvan Mertes; Christina Karle; Tobias Huber; Katharina Weitz; Ruben Schlagowski; Elisabeth André (CoRR, 2022)

An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis. - Tobias Hallmen; Silvan Mertes; Dominik Schiller; Elisabeth André (CoRR, 2022)

GANterfactual - Counterfactual Explanations for Medical Non-experts Using Generative Adversarial Learning. - Silvan Mertes; Tobias Huber; Katharina Weitz; Alexander Heimerl; Elisabeth André (Frontiers Artif. Intell., 2022)

GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. - Tobias Huber; Maximilian Demmler; Silvan Mertes; Matthew L. Olson; Elisabeth André (AAMAS, 2023)

Wish You Were Here: Mental and Physiological Effects of Remote Music Collaboration in Mixed Reality. - Ruben Schlagowski; Dariia Nazarenko; Yekta Said Can; Kunal Gupta; Silvan Mertes; Mark Billinghurst; Elisabeth André (CHI, 2023)

Phoneme-Based Multi-task Assessment of Affective Vocal Bursts. - Tobias Hallmen; Silvan Mertes; Dominik Schiller; Florian Lingenfelser; Elisabeth André (DeLTA, 2023)

ASMRcade: Interactive Audio Triggers for an Autonomous Sensory Meridian Response. - Silvan Mertes; Marcel Strobl; Ruben Schlagowski; Elisabeth André (ICMI, 2023)

Multimodal Irony for Virtual Characters. - Thomas Kiderle; Hannes Ritschel; Silvan Mertes; Elisabeth André (IVA, 2023)

The Affective Bar Piano. - Hannes Ritschel; Silvan Mertes; Florian Lingenfelser; Thomas Kiderle; Elisabeth André (IVA, 2023)

Towards Automated COVID-19 Presence and Severity Classification. - Dominik Müller; Silvan Mertes; Niklas Schröter; Fabio Hellmann; Miriam Elia; Bernhard Bauer 001; Wolfgang Reif; Elisabeth André; Frank Kramer 001 (MIE, 2023)

ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario. - Alexander Heimerl; Pooja Prajod; Silvan Mertes; Tobias Baur 001; Matthias Kraus 001; Ailin Liu; Helen Risack; Nicolas Rohleder; Elisabeth André; Linda Becker (CoRR, 2023)

An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era. - Andreas Triantafyllopoulos; Björn W. Schuller; Gökçe Iymen; Tevfik Metin Sezgin; Xiangheng He; Zijiang Yang 007; Panagiotis Tzirakis; Shuo Liu 012; Silvan Mertes; Elisabeth André; Ruibo Fu; Jianhua Tao 001 (Proc. IEEE, 2023)

The AffectToolbox: Affect Analysis for Everyone. - Silvan Mertes; Dominik Schiller; Michael Dietz; Elisabeth André; Florian Lingenfelser (ACII, 2024)

A Machine Learning-Driven Interactive Training System for Extreme Vocal Techniques. - Johanna Holzinger; Alexander Heimerl; Ruben Schlagowski; Elisabeth André; Silvan Mertes (Audio Mostly Conference, 2024)

XR Composition in the Wild: The Impact of User Environments on Creativity, UX and Flow during Music Production in Augmented Reality. - Ruben Schlagowski; Silvan Mertes; Dariia Nazarenko; Alexander Dauber; Elisabeth André (Audio Mostly Conference, 2024)

Giving Robots a Voice: Human-in-the-Loop Voice Creation and open-ended Labeling. - Pol van Rijn; Silvan Mertes; Kathrin Janowski; Katharina Weitz; Nori Jacoby; Elisabeth André (CHI, 2024)

More Than Noise: Assessing the Viscosity of Food Products Based on Sound Emission. - Dominik Schiller; Silvan Mertes; Marcel Achzet; Fabio Hellmann; Ruben Schlagowski; Elisabeth André (DeLTA (1), 2024)

Exploring Physiology-Based Classification of Flow During Musical Improvisation in Mixed Reality. - Ruben Schlagowski; Silvan Mertes; Dominik Schiller; Yekta Said Can; Elisabeth André (DeLTA (1), 2024)

Towards Automated Annotation of Infant-Caregiver Engagement Phases with Multimodal Foundation Models. - Daksitha Senel Withanage Don; Dominik Schiller; Tobias Hallmen; Silvan Mertes; Tobias Baur 001; Florian Lingenfelser; Mitho Müller; Lea Kaubisch; Corinna Reck; Elisabeth André (ICMI, 2024)

Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers. - Silvan Mertes; Tobias Huber; Christina Karle; Katharina Weitz; Ruben Schlagowski; Cristina Conati; Elisabeth André (IJCAI, 2024)

Evaluating Gender Ambiguity, Novelty and Anthropomorphism in Humming and Talking Voices for Robots. - Johanna Magdalena Kuch; Jauwairia Nasir; Silvan Mertes; Ruben Schlagowski; Christian Becker-Asano; Elisabeth André (RO-MAN, 2024)

VoiceX: A Text-To-Speech Framework for Custom Voices. - Silvan Mertes; Daksitha Withanage Don; Otto Grothe; Johanna Magdalena Kuch; Ruben Schlagowski; Elisabeth André (CoRR, 2024)

The feeling of being classified: raising empathy and awareness for AI bias through perspective-taking in VR. - Ruben Schlagowski; Maurizio Volanti; Katharina Weitz; Silvan Mertes; Johanna Magdalena Kuch; Elisabeth André (Frontiers Virtual Real., 2024)

The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. - 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; et al. (Medical Image Anal., 2024)

Anonymization of Faces. - Fabio Hellmann; Elisabeth André; Mohamed Benouis; Benedikt Buchner; Silvan Mertes (Datenschutz und Datensicherheit (dud), 2024)

MeLaX: Conversations with Generative AI in Socially Interactive Agents. - Daksitha Senel Withanage Don; Thomas Kiderle; Silvan Mertes; Dominik Schiller; Hannes Ritschel; Elisabeth André (IUI Companion, 2025)

The ForDigitStress Dataset: A Multi-Modal Dataset for Automatic Stress Recognition. - Alexander Heimerl; Pooja Prajod; Silvan Mertes; Tobias Baur 001; Matthias Kraus 001; Ailin Liu; Helen Risack; Nicolas Rohleder; Elisabeth André; Linda Becker (IEEE Trans. Affect. Comput., 2025)

GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions. - Fabio Hellmann; Silvan Mertes; Mohamed Benouis; Alexander Hustinx; Tzung-Chien Hsieh; Cristina Conati; Peter M. Krawitz; Elisabeth André (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Zufriedenheit und Herausforderungen im akademischen Mittelbau. - Marc Ohm; Clarissa Sabrina Arlinghaus; Silvan Mertes (Inform. Spektrum, 2025)