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Alexander Kathan
Alexander Kathan
Verified email at informatik.uni-augsburg.de
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Year
Audio self-supervised learning: A survey
S Liu, A Mallol-Ragolta, E Parada-Cabaleiro, K Qian, X Jing, A Kathan, ...
Patterns 3 (12), 2022
842022
The muse 2022 multimodal sentiment analysis challenge: humor, emotional reactions, and stress
L Christ, S Amiriparian, A Baird, P Tzirakis, A Kathan, N Müller, L Stappen, ...
Proceedings of the 3rd International on Multimodal Sentiment Analysis …, 2022
492022
The muse 2023 multimodal sentiment analysis challenge: Mimicked emotions, cross-cultural humour, and personalisation
L Christ, S Amiriparian, A Baird, A Kathan, N Müller, S Klug, C Gagne, ...
Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and …, 2023
222023
Personalised depression forecasting using mobile sensor data and ecological momentary assessment
A Kathan, M Harrer, L Küster, A Triantafyllopoulos, X He, M Milling, ...
Frontiers in Digital Health 4, 1-15, 2022
132022
Towards Multimodal Prediction of Spontaneous Humour: A Novel Dataset and First Results
L Christ, S Amiriparian, A Kathan, N Müller, A König, BW Schuller
arXiv preprint arXiv:2209.14272, 2022
132022
A personalised approach to audiovisual humour recognition and its individual-level fairness
A Kathan, S Amiriparian, L Christ, A Triantafyllopoulos, N Müller, A König, ...
Proceedings of the 3rd International on Multimodal Sentiment Analysis …, 2022
112022
Personalised deep learning for monitoring depressed mood from speech
M Gerczuk, A Triantafyllopoulos, S Amiriparian, A Kathan, J Bauer, ...
2022 E-Health and Bioengineering Conference (EHB), 1-5, 2022
42022
Investigating individual-and group-level model adaptation for self-reported runner exertion prediction from biomechanics
A Kathan, A Triantafyllopoulos, S Amiriparian, A Gebhard, S Ottl, ...
2022 E-Health and Bioengineering Conference (EHB), 1-4, 2022
32022
Depression diagnosis and forecast based on mobile phone sensor data
X He, A Triantafyllopoulos, A Kathan, M Milling, T Yan, ST Rajamani, ...
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
32022
Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting
A Kathan, A Triantafyllopoulos, X He, M Milling, T Yan, ST Rajamani, ...
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
32022
Climate change & computer audition: A call to action and overview on audio intelligence to help save the planet
BW Schuller, A Akman, Y Chang, H Coppock, A Gebhard, A Kathan, ...
arXiv preprint arXiv:2203.06064, 2022
32022
Towards heart rate categorisation from speech in outdoor running conditions
A Gebhard, S Amiriparian, A Triantafyllopoulos, A Kathan, M Gerczuk, ...
2022 E-Health and Bioengineering Conference (EHB), 1-5, 2022
22022
Ecology & computer audition: Applications of audio technology to monitor organisms and environment
BW Schuller, A Akman, Y Chang, H Coppock, A Gebhard, A Kathan, ...
Heliyon, 2023
12023
Computational charisma—a brick by brick blueprint for building charismatic artificial intelligence
BW Schuller, S Amiriparian, A Batliner, A Gebhard, M Gerczuk, V Karas, ...
Frontiers in Computer Science 5, 1135201, 2023
12023
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare
A Triantafyllopoulos, A Kathan, A Baird, L Christ, A Gebhard, M Gerczuk, ...
Frontiers in Digital Health 5, 1196079, 2023
12023
Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation
M Gerczuk, S Amiriparian, A Kathan, J Bauer, M Berking, BW Schuller
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
12023
Exploring Meta Information for Audio-Based Zero-Shot Bird Classification
A Gebhard, A Triantafyllopoulos, T Bez, L Christ, A Kathan, BW Schuller
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Zero-shot personalization of speech foundation models for depressed mood monitoring
M Gerczuk, A Triantafyllopoulos, S Amiriparian, A Kathan, J Bauer, ...
Patterns 4 (11), 2023
2023
Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning
A Kathan, S Amiriparian, A Gebhard, A Triantafyllopoulos, M Gerczuk, ...
Proceedings of the 6th International Workshop on Multimedia Content Analysis …, 2023
2023
Towards detecting and addressing corner cases in deep learning based medical image segmentation
ST Rajamani, K Rajamani, A Venkateshvaran, A Triantafyllopoulos, ...
IEEE Access, 2023
2023
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