Vincent Karas

According to our database, Vincent Karas authored at least 17 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Audiovisual Affect Recognition for Autonomous Vehicles: Applications and Future Agendas.

Vincent Karas, Dagmar M. Schuller, Björn W. Schuller

IEEE Trans. Intell. Transp. Syst., June, 2024

2023

HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.

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

Frontiers Digit. Health, May, 2023

Computational charisma - A brick by brick blueprint for building charismatic artificial intelligence.

Björn W. Schuller, Shahin Amiriparian, Anton Batliner, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Alexander Kathan, Lennart Seizer, Johanna Löchner

Frontiers Comput. Sci., 2023

Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis.

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

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Face mask recognition from audio: The MASC database and an overview on the mask challenge.

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

Pattern Recognit., 2022

DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing From Decentralized Data.

Shahin Amiriparian, Tobias Hübner, Vincent Karas, Maurice Gerczuk, Sandra Ottl, Björn W. Schuller

Frontiers Artif. Intell., 2022

Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts.

Vincent Karas, Andreas Triantafyllopoulos, Meishu Song, Björn W. Schuller

CoRR, 2022

Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression.

Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Xin Jing, Vincent Karas, Jiangjian Xie, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller

CoRR, 2022

Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition.

Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller

CoRR, 2022

Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect Recognition.

Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features.

Vincent Karas, Björn W. Schuller

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Go-CaRD - Generic, Optical Car Part Recognition and Detection: Collection, Insights, and Applications.

Lukas Stappen, Xinchen Du, Vincent Karas, Stefan Müller, Björn W. Schuller

CoRR, 2020

A Novel Fusion of Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech.

Shahin Amiriparian, Pawel Winokurow, Vincent Karas, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller

CoRR, 2020

Unsupervised Representation Learning with Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech.

Shahin Amiriparian, Pawel Winokurow, Vincent Karas, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller

Proceedings of the MuSe'20: Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020

Group-level Speech Emotion Recognition Utilising Deep Spectrum Features.

Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Vincent Karas, Björn W. Schuller

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

2019

From Speech to Facial Activity: Towards Cross-modal Sequence-to-Sequence Attention Networks.

Lukas Stappen, Vincent Karas, Nicholas Cummins, Fabien Ringeval, Klaus R. Scherer, Björn W. Schuller

Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

2014

Precision of near-infrared laser spot detection on different skin tissues featuring an NDI stereo camera.

Franziska Sophie Goerlach, Arne Menz, Vincent Karas, Tim C. Lueth

Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics, 2014