Alexander Kathan

35 papers A 4Misc 1Journal 19Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Towards Multimodal Prediction of Spontaneous Humor: A Novel Dataset and First Results.
IEEE Trans. Affect. Comput.
Lukas Christ, Shahin Amiriparian, Alexander Kathan, Niklas Müller, Andreas König, Björn W. Schuller
2024 A conf
"So . . . my child . . . " - How Child ADHD Influences the Way Parents Talk.
INTERSPEECH
Anika A. Spiesberger, Andreas Triantafyllopoulos, Alexander Kathan, Anastasia Semertzidou, Caterina Gawrilow, Tilman Reinelt, Wolfgang A. Rauch, Björn W. Schuller
2024 J jnl
Enhancing Suicide Risk Assessment: A Speech-Based Automated Approach in Emergency Medicine.
CoRR
Shahin Amiriparian, Maurice Gerczuk, Justina Lutz, Wolfgang Strube, Irina Papazova, Alkomiet Hasan, Alexander Kathan, Björn W. Schuller
2024 Misc conf
Exploring Meta Information for Audio-Based Zero-Shot Bird Classification.
ICASSP
Alexander Gebhard, Andreas Triantafyllopoulos, Teresa Bez, Lukas Christ, Alexander Kathan, Björn W. Schuller
2024 — conf
Personalised Speech-Based PTSD Prediction Using Weighted-Instance Learning.
EMBC
Alexander Kathan, Shahin Amiriparian, Andreas Triantafyllopoulos, Alexander Gebhard, Sabrina Milkus, Jonas Hohmann, Pauline Muderlak, Jürgen Schottdorf, Richard Musil, Björn W. Schuller
2024 A conf
Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation.
INTERSPEECH
Alexander Kathan, Martin Bürger, Andreas Triantafyllopoulos, Sabrina Milkus, Jonas Hohmann, Pauline Muderlak, Jürgen Schottdorf, Richard Musil, Björn W. Schuller, Shahin Amiriparian
2024 — conf
The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition.
MuSe@ACM Multimedia
Shahin Amiriparian, Lukas Christ, Alexander Kathan, Maurice Gerczuk, Niklas Müller, Steffen Klug, Lukas Stappen, Andreas König, Erik Cambria, Björn W. Schuller, Simone Eulitz
2024 J jnl
The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition.
CoRR
Shahin Amiriparian, Lukas Christ, Alexander Kathan, Maurice Gerczuk, Niklas Müller, Steffen Klug, Lukas Stappen, Andreas König, Erik Cambria, Björn W. Schuller, Simone Eulitz
2023 A conf
Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running.
INTERSPEECH
Andreas Triantafyllopoulos, Alexander Gebhard, Alexander Kathan, Maurice Gerczuk, Shahin Amiriparian, 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 J jnl
Exploring Meta Information for Audio-based Zero-shot Bird Classification.
CoRR
Alexander Gebhard, Andreas Triantafyllopoulos, Teresa Bez, Lukas Christ, Alexander Kathan, Björn W. Schuller
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
2023 — conf
Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation.
EMBC
Maurice Gerczuk, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
2023 — conf
Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning.
MMSports@MM
Alexander Kathan, Shahin Amiriparian, Alexander Gebhard, Andreas Triantafyllopoulos, Maurice Gerczuk, Björn W. Schuller
2023 — conf
The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation.
MuSe@ACM Multimedia
Lukas Christ, Shahin Amiriparian, Alice Baird, Alexander Kathan, Niklas Müller, Steffen Klug, Chris Gagne, Panagiotis Tzirakis, Lukas Stappen, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller
2023 J jnl
The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation.
CoRR
Lukas Christ, Shahin Amiriparian, Alice Baird, Alexander Kathan, Niklas Müller, Steffen Klug, Chris Gagne, Panagiotis Tzirakis, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller
2023 A conf
The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances.
INTERSPEECH
Alexander Kathan, Andreas Triantafyllopoulos, Shahin Amiriparian, Sabrina Milkus, Alexander Gebhard, Jonas Hohmann, Pauline Muderlak, Jürgen Schottdorf, Björn W. Schuller, Richard Musil
2023 J jnl
Toward Detecting and Addressing Corner Cases in Deep Learning Based Medical Image Segmentation.
IEEE Access
Srividya Tirunellai Rajamani, Kumar T. Rajamani, Ashwin Venkateshvaran, Andreas Triantafyllopoulos, Alexander Kathan, Björn W. Schuller
2023 — conf
Universal Lesion Detection Utilising Cascading R-CNNs and a Novel Video Pretraining Method.
EMBC
Shahin Amiriparian, Alexander Meiners, Daniel Lukas Rothenpieler, Alexander Kathan, Maurice Gerczuk, Björn W. Schuller
2023 J jnl
Zero-shot personalization of speech foundation models for depressed mood monitoring.
Patterns
Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
2022 — conf
A Personalised Approach to Audiovisual Humour Recognition and its Individual-level Fairness.
MuSe @ ACM Multimedia
Alexander Kathan, Shahin Amiriparian, Lukas Christ, Andreas Triantafyllopoulos, Niklas Müller, Andreas König, Björn W. Schuller
2022 J jnl
Audio Self-supervised Learning: A Survey.
CoRR
Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu, Björn W. Schuller
2022 J jnl
Audio self-supervised learning: A survey.
Patterns
Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu, Björn W. Schuller
2022 J jnl
Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet.
CoRR
Björn W. Schuller, Alican Akman, Yi Chang, Harry Coppock, Alexander Gebhard, Alexander Kathan, Esther Rituerto-González, Andreas Triantafyllopoulos, Florian B. Pokorny
2022 — conf
Depression Diagnosis and Forecast based on Mobile Phone Sensor Data.
EMBC
Xiangheng He, Andreas Triantafyllopoulos, Alexander Kathan, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022 J jnl
Depression Diagnosis and Forecast based on Mobile Phone Sensor Data.
CoRR
Xiangheng He, Andreas Triantafyllopoulos, Alexander Kathan, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022 — conf
Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting.
EMBC
Alexander Kathan, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022 J jnl
Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting.
CoRR
Alexander Kathan, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022 J jnl
Multimodal Prediction of Spontaneous Humour: A Novel Dataset and First Results.
CoRR
Lukas Christ, Shahin Amiriparian, Alexander Kathan, Niklas Müller, Andreas König, Björn W. Schuller
2022 — conf
Novel Insights on Induced Sparsity in Multi-Time Attention Networks.
EMBC
Srividya Tirunellai Rajamani, Kumar Rajamani, Alexander Kathan, Björn W. Schuller
2022 J jnl
Personalised depression forecasting using mobile sensor data and ecological momentary assessment.
Frontiers Digit. Health
Alexander Kathan, Mathias Harrer, Ludwig Küster, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Maurice Gerczuk, Tianhao Yan, Srividya Tirunellai Rajamani, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022 — conf
The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress.
MuSe @ ACM Multimedia
Lukas Christ, Shahin Amiriparian, Alice Baird, Panagiotis Tzirakis, Alexander Kathan, Niklas Müller, Lukas Stappen, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller
2022 J jnl
The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress.
CoRR
Lukas Christ, Shahin Amiriparian, Alice Baird, Panagiotis Tzirakis, Alexander Kathan, Niklas Müller, Lukas Stappen, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller