Ganterfactual—counterfactual explanations for medical non-experts using generative adversarial learning S Mertes, T Huber, K Weitz, A Heimerl, E André Frontiers in artificial intelligence 5, 825565, 2022 | 58* | 2022 |
Personalized synthesis of intentional and emotional non-verbal sounds for social robots H Ritschel, I Aslan, S Mertes, A Seiderer, E André 2019 8th International conference on affective computing and intelligent …, 2019 | 42 | 2019 |
An overview of affective speech synthesis and conversion in the deep learning era A Triantafyllopoulos, BW Schuller, G İymen, M Sezgin, X He, Z Yang, ... Proceedings of the IEEE 111 (10), 1355-1381, 2023 | 31 | 2023 |
Dynamic difficulty adjustment in virtual reality exergames through experience-driven procedural content generation T Huber, S Mertes, S Rangelova, S Flutura, E André 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2021 | 22 | 2021 |
An evolutionary-based generative approach for audio data augmentation S Mertes, A Baird, D Schiller, BW Schuller, E André 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP …, 2020 | 20 | 2020 |
Exploring emotional prototypes in a high dimensional TTS latent space P Van Rijn, S Mertes, D Schiller, P Harrison, P Larrouy-Maestri, E André, ... Proc. Interspeech 2021, 2021 | 13 | 2021 |
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations T Huber, M Demmler, S Mertes, ML Olson, E André Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | 12 | 2023 |
Wish you were here: Mental and physiological effects of remote music collaboration in mixed reality R Schlagowski, D Nazarenko, Y Can, K Gupta, S Mertes, M Billinghurst, ... Proceedings of the 2023 CHI conference on human factors in computing systems …, 2023 | 12 | 2023 |
Flow with the beat! Human-centered design of virtual environments for musical creativity support in VR R Schlagowski, F Wildgrube, S Mertes, C George, E André Proceedings of the 14th Conference on Creativity and Cognition, 428-442, 2022 | 12 | 2022 |
Alterfactual Explanations - The Relevance of Irrelevance for Explaining AI Systems S Mertes, C Karle, T Huber, K Weitz, R Schlagowski, E André IJCAI 2022 Workshop on XAI, 2022 | 11 | 2022 |
Data Augmentation for Semantic Segmentation in the context of Carbon Fiber Defect Detection using Adversarial Learning S Mertes, A Margraf, C Kommer, S Geinitz, E André 1st International Conference on Deep Learning Theory and Applications 2020, 2020 | 10 | 2020 |
VoiceMe: Personalized voice generation in TTS P van Rijn, S Mertes, D Schiller, P Dura, H Siuzdak, P Harrison, E André, ... Interspeech 2022, 2022 | 7 | 2022 |
Socially-aware personality adaptation T Kiderle, H Ritschel, K Janowski, S Mertes, F Lingenfelser, E André 2021 9th International Conference on Affective Computing and Intelligent …, 2021 | 7 | 2021 |
Jamming in MR: towards real-time music collaboration in mixed reality R Schlagowski, K Gupta, S Mertes, M Billinghurst, S Metzner, E André 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and …, 2022 | 6 | 2022 |
Ganonymization: A gan-based face anonymization framework for preserving emotional expressions F Hellmann, S Mertes, M Benouis, A Hustinx, TC Hsieh, C Conati, ... ACM Transactions on Multimedia Computing, Communications and Applications, 2024 | 4 | 2024 |
ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario A Heimerl, P Prajod, S Mertes, T Baur, M Kraus, A Liu, H Risack, ... arXiv preprint arXiv:2303.07742, 2023 | 4 | 2023 |
Generating personalized behavioral feedback for a virtual job interview training system through adversarial learning A Heimerl, S Mertes, T Schneeberger, T Baur, A Liu, L Becker, ... International Conference on Artificial Intelligence in Education, 679-684, 2022 | 4 | 2022 |
Taming the chaos: exploring graphical input vector manipulation user interfaces for GANs in a musical context R Schlagowski, S Mertes, E André Proceedings of the 16th International Audio Mostly Conference, 216-223, 2021 | 4 | 2021 |
On the potential of modular voice conversion for virtual agents S Mertes, T Kiderle, R Schlagowski, F Lingenfelser, E André 2021 9th International Conference on Affective Computing and Intelligent …, 2021 | 4 | 2021 |
Analysis by Synthesis: Using an Expressive TTS Model as Feature Extractor for Paralinguistic Speech Classification D Schiller, S Mertes, P van Rijn, E André Proc. Interspeech 2021, 486-490, 2021 | 4 | 2021 |