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Silvan Mertes
Silvan Mertes
Human-Centered Artificial Intelligence, Augsburg University
Geverifieerd e-mailadres voor hcm-lab.de - Homepage
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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
532022
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
242023
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
212021
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
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
102023
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
102023
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
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
82022
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
82022
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
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
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
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
42023
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
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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