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Silvan Mertes
Silvan Mertes
Human-Centered Artificial Intelligence, Augsburg University
Verified email at hcm-lab.de - Homepage
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Cited by
Year
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
472022
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
412019
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, 2023
222023
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
202021
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
192020
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
112021
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
92020
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
82023
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
72023
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
72022
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
72022
VoiceMe: Personalized voice generation in TTS
P van Rijn, S Mertes, D Schiller, P Dura, H Siuzdak, P Harrison, E André, ...
Interspeech 2022, 2022
62022
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
62021
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
52022
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
42021
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
42021
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
42021
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, 2023
32023
An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis
T Hallmen, S Mertes, D Schiller, E André
The ACII Affective Vocal Bursts (A-VB) Workshop & Competition, 2022
32022
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
32022
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