Silvan Mertes

Orcid: 0000-0001-5230-5218

According to our database1, Silvan Mertes authored at least 44 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Anonymization of Faces.
Datenschutz und Datensicherheit (dud), June, 2024

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

The feeling of being classified: raising empathy and awareness for AI bias through perspective-taking in VR.
Frontiers Virtual Real., 2024

VoiceX: A Text-To-Speech Framework for Custom Voices.
CoRR, 2024

The AffectToolbox: Affect Analysis for Everyone.
CoRR, 2024

Evaluating Gender Ambiguity, Novelty and Anthropomorphism in Humming and Talking Voices for Robots.
Proceedings of the 33rd IEEE International Conference on Robot and Human Interactive Communication, 2024

Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Giving Robots a Voice: Human-in-the-Loop Voice Creation and open-ended Labeling.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

XR Composition in the Wild: The Impact of User Environments on Creativity, UX and Flow during Music Production in Augmented Reality.
Proceedings of the 19th International Audio Mostly Conference: Explorations in Sonic Cultures, 2024

A Machine Learning-Driven Interactive Training System for Extreme Vocal Techniques.
Proceedings of the 19th International Audio Mostly Conference: Explorations in Sonic Cultures, 2024

2023
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era.
Proc. IEEE, October, 2023

GANonymization: A GAN-based Face Anonymization Framework for Preserving Emotional Expressions.
CoRR, 2023

ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario.
CoRR, 2023

Towards Automated COVID-19 Presence and Severity Classification.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

The Affective Bar Piano.
Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, 2023

Multimodal Irony for Virtual Characters.
Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, 2023

ASMRcade: Interactive Audio Triggers for an Autonomous Sensory Meridian Response.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Phoneme-Based Multi-task Assessment of Affective Vocal Bursts.
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

Wish You Were Here: Mental and Physiological Effects of Remote Music Collaboration in Mixed Reality.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
GANterfactual - Counterfactual Explanations for Medical Non-experts Using Generative Adversarial Learning.
Frontiers Artif. Intell., 2022

An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis.
CoRR, 2022

Alterfactual Explanations - The Relevance of Irrelevance for Explaining AI Systems.
CoRR, 2022

"GAN I hire you?" - A System for Personalized Virtual Job Interview Training.
CoRR, 2022

Jamming in MR: Towards Real-Time Music Collaboration in Mixed Reality.
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022

Bridging the Gap: End-to-End Domain Adaptation for Emotional Vocalization Classification using Adversarial Learning.
Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022

VoiceMe: Personalized voice generation in TTS.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Flow with the Beat! Human-Centered Design of Virtual Environments for Musical Creativity Support in VR.
Proceedings of the C&C '22: Creativity and Cognition, Venice, Italy, June 20 - 23, 2022, 2022

Generating Personalized Behavioral Feedback for a Virtual Job Interview Training System Through Adversarial Learning.
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022

2021
Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Analysis by Synthesis: Using an Expressive TTS Model as Feature Extractor for Paralinguistic Speech Classification.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Exploring Emotional Prototypes in a High Dimensional TTS Latent Space.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

A Prototypical Network Approach for Evaluating Generated Emotional Speech.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks.
Proceedings of the Deep Learning Theory and Applications, 2021

Alternative Data Augmentation for Industrial Monitoring Using Adversarial Learning.
Proceedings of the Deep Learning Theory and Applications, 2021

Continuous Emotions: Exploring Label Interpolation in Conditional Generative Adversarial Networks for Face Generation.
Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021

Taming the Chaos: Exploring Graphical Input Vector Manipulation User Interfaces for GANs in a Musical Context.
Proceedings of the AM '21: Audio Mostly 2021, 2021

On the Potential of Modular Voice Conversion for Virtual Agents.
Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

Socially-Aware Personality Adaptation.
Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020
This is not the Texture you are looking for! Introducing Novel Counterfactual Explanations for Non-Experts using Generative Adversarial Learning.
CoRR, 2020

Embedded Emotions - A Data Driven Approach to Learn Transferable Feature Representations from Raw Speech Input for Emotion Recognition.
CoRR, 2020

An Evolutionary-based Generative Approach for Audio Data Augmentation.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Data Augmentation for Semantic Segmentation in the Context of Carbon Fiber Defect Detection using Adversarial Learning.
Proceedings of the 1st International Conference on Deep Learning Theory and Applications, 2020

2019
Personalized Synthesis of Intentional and Emotional Non-Verbal Sounds for Social Robots.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019


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