Vincent Karas

20 papers A 1B 1C 1Misc 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — —
Modelling affective states for transportation systems.
Vincent Karas
2024 J jnl
Audiovisual Affect Recognition for Autonomous Vehicles: Applications and Future Agendas.
IEEE Trans. Intell. Transp. Syst.
Vincent Karas, Dagmar M. Schuller, Björn W. Schuller
2023 J jnl
Computational Charisma - A Brick by Brick Blueprint for Building Charismatic Artificial Intelligence.
CoRR
Björn W. Schuller, Shahin Amiriparian, Anton Batliner, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Alexander Kathan, Lennart Seizer, Johanna Löchner
2023 J jnl
Computational charisma - A brick by brick blueprint for building charismatic artificial intelligence.
Frontiers Comput. Sci.
Björn W. Schuller, Shahin Amiriparian, Anton Batliner, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Alexander Kathan, Lennart Seizer, Johanna Löchner
2023 Misc conf
Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis.
ICASSP
Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Vincent Karas, Zhonghao Zhao, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023 J jnl
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare.
CoRR
Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
2023 J jnl
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.
Frontiers Digit. Health
Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
2022 J jnl
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition.
CoRR
Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller
2022 J jnl
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing From Decentralized Data.
Frontiers Artif. Intell.
Shahin Amiriparian, Tobias Hübner, Vincent Karas, Maurice Gerczuk, Sandra Ottl, Björn W. Schuller
2022 J jnl
Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression.
CoRR
Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Xin Jing, Vincent Karas, Jiangjian Xie, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2022 J jnl
Face mask recognition from audio: The MASC database and an overview on the mask challenge.
Pattern Recognit.
Mostafa M. Mohamed, Mina A. Nessiem, Anton Batliner, Christian Bergler, Simone Hantke, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Vincent Karas, Shahin Amiriparian, Björn W. Schuller
2022 J jnl
Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts.
CoRR
Vincent Karas, Andreas Triantafyllopoulos, Meishu Song, Björn W. Schuller
2022 — conf
Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect Recognition.
CVPR Workshops
Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller
2021 A conf
Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features.
Interspeech
Vincent Karas, Björn W. Schuller
2020 J jnl
A Novel Fusion of Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech.
CoRR
Shahin Amiriparian, Pawel Winokurow, Vincent Karas, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller
2020 J jnl
Go-CaRD - Generic, Optical Car Part Recognition and Detection: Collection, Insights, and Applications.
CoRR
Lukas Stappen, Xinchen Du, Vincent Karas, Stefan Müller, Björn W. Schuller
2020 B conf
Group-level Speech Emotion Recognition Utilising Deep Spectrum Features.
ICMI
Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Vincent Karas, Björn W. Schuller
2020 — conf
Unsupervised Representation Learning with Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech.
MuSe @ ACM Multimedia
Shahin Amiriparian, Pawel Winokurow, Vincent Karas, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller
2019 C conf
From Speech to Facial Activity: Towards Cross-modal Sequence-to-Sequence Attention Networks.
MMSP
Lukas Stappen, Vincent Karas, Nicholas Cummins, Fabien Ringeval, Klaus R. Scherer, Björn W. Schuller
2014 — conf
Precision of near-infrared laser spot detection on different skin tissues featuring an NDI stereo camera.
ROBIO
Franziska Sophie Goerlach, Arne Menz, Vincent Karas, Tim C. Lueth