Depression Diagnosis and Forecast based on Mobile Phone Sensor Data. - 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 (EMBC, 2022)

Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting. - 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 (EMBC, 2022)

Novel Insights on Induced Sparsity in Multi-Time Attention Networks. - Srividya Tirunellai Rajamani; Kumar Rajamani 001; Alexander Kathan; Björn W. Schuller (EMBC, 2022)

The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress. - Lukas Christ; Shahin Amiriparian; Alice Baird; Panagiotis Tzirakis; Alexander Kathan; Niklas Müller; Lukas Stappen; Eva-Maria Meßner; Andreas König 007; Alan Cowen; Erik Cambria; Björn W. Schuller (MuSe @ ACM Multimedia, 2022)

A Personalised Approach to Audiovisual Humour Recognition and its Individual-level Fairness. - Alexander Kathan; Shahin Amiriparian; Lukas Christ; Andreas Triantafyllopoulos; Niklas Müller; Andreas König 007; Björn W. Schuller (MuSe @ ACM Multimedia, 2022)

Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet. - Björn W. Schuller; Alican Akman; Yi Chang 004; Harry Coppock; Alexander Gebhard 001; Alexander Kathan; Esther Rituerto-González; Andreas Triantafyllopoulos; Florian B. Pokorny (CoRR, 2022)

Multimodal Prediction of Spontaneous Humour: A Novel Dataset and First Results. - Lukas Christ; Shahin Amiriparian; Alexander Kathan; Niklas Müller; Andreas König 007; Björn W. Schuller (CoRR, 2022)

Personalised depression forecasting using mobile sensor data and ecological momentary assessment. - 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; et al. (Frontiers Digit. Health, 2022)

Audio self-supervised learning: A survey. - Shuo Liu 012; Adria Mallol-Ragolta; Emilia Parada-Cabaleiro; Kun Qian 003; Xin Jing; Alexander Kathan; Bin Hu 001; Björn W. Schuller (Patterns, 2022)

Passau-SFCH. - Lukas Christ; Shahin Amiriparian; Alexander Kathan; Niklas Müller; Andreas König 007; Björn W. Schuller (Zenodo, 2022)

Universal Lesion Detection Utilising Cascading R-CNNs and a Novel Video Pretraining Method. - Shahin Amiriparian; Alexander Meiners; Daniel Lukas Rothenpieler; Alexander Kathan; Maurice Gerczuk; Björn W. Schuller (EMBC, 2023)

Noise Robust Recognition of Depression Status and Treatment Response from Speech via Unsupervised Feature Aggregation. - Maurice Gerczuk; Shahin Amiriparian; Alexander Kathan; Jonathan Bauer; Matthias Berking 002; Björn W. Schuller (EMBC, 2023)

The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances. - Alexander Kathan; Andreas Triantafyllopoulos; Shahin Amiriparian; Sabrina Milkus; Alexander Gebhard 001; Jonas Hohmann; Pauline Muderlak; Jürgen Schottdorf; Björn W. Schuller; Richard Musil (INTERSPEECH, 2023)

Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running. - Andreas Triantafyllopoulos; Alexander Gebhard 001; Alexander Kathan; Maurice Gerczuk; Shahin Amiriparian; Björn W. Schuller (INTERSPEECH, 2023)

Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning. - Alexander Kathan; Shahin Amiriparian; Alexander Gebhard 001; Andreas Triantafyllopoulos; Maurice Gerczuk; Björn W. Schuller (MMSports@MM, 2023)

The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation. - Lukas Christ; Shahin Amiriparian; Alice Baird; Alexander Kathan; Niklas Müller; Steffen Klug; Chris Gagne 001; Panagiotis Tzirakis; Lukas Stappen; Eva-Maria Meßner; Andreas König 007; Alan Cowen; et al. (MuSe@ACM Multimedia, 2023)

Toward Detecting and Addressing Corner Cases in Deep Learning Based Medical Image Segmentation. - Srividya Tirunellai Rajamani; Kumar T. Rajamani; Ashwin Venkateshvaran; Andreas Triantafyllopoulos; Alexander Kathan; Björn W. Schuller (IEEE Access, 2023)

The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation. - Lukas Christ; Shahin Amiriparian; Alice Baird; Alexander Kathan; Niklas Müller; Steffen Klug; Chris Gagne 001; Panagiotis Tzirakis; Eva-Maria Meßner; Andreas König 007; Alan Cowen; Erik Cambria; et al. (CoRR, 2023)

Computational charisma - A brick by brick blueprint for building charismatic artificial intelligence. - Björn W. Schuller; Shahin Amiriparian; Anton Batliner; Alexander Gebhard 001; Maurice Gerczuk; Vincent Karas; Alexander Kathan; Lennart Seizer; Johanna Löchner (Frontiers Comput. Sci., 2023)

HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. - Andreas Triantafyllopoulos; Alexander Kathan; Alice Baird; Lukas Christ; Alexander Gebhard 001; Maurice Gerczuk; Vincent Karas; Tobias Hübner; Xin Jing; Shuo Liu 012; Adria Mallol-Ragolta; Manuel Milling; et al. (Frontiers Digit. Health, 2023)

Zero-shot personalization of speech foundation models for depressed mood monitoring. - Maurice Gerczuk; Andreas Triantafyllopoulos; Shahin Amiriparian; Alexander Kathan; Jonathan Bauer; Matthias Berking 002; Björn W. Schuller (Patterns, 2023)

Personalised Speech-Based PTSD Prediction Using Weighted-Instance Learning. - Alexander Kathan; Shahin Amiriparian; Andreas Triantafyllopoulos; Alexander Gebhard 001; Sabrina Milkus; Jonas Hohmann; Pauline Muderlak; Jürgen Schottdorf; Richard Musil; Björn W. Schuller (EMBC, 2024)

Exploring Meta Information for Audio-Based Zero-Shot Bird Classification. - Alexander Gebhard 001; Andreas Triantafyllopoulos; Teresa Bez; Lukas Christ; Alexander Kathan; Björn W. Schuller (ICASSP, 2024)

Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation. - Alexander Kathan; Martin Bürger; Andreas Triantafyllopoulos; Sabrina Milkus; Jonas Hohmann; Pauline Muderlak; Jürgen Schottdorf; Richard Musil; Björn W. Schuller; Shahin Amiriparian (INTERSPEECH, 2024)

"So . . . my child . . . " - How Child ADHD Influences the Way Parents Talk. - Anika A. Spiesberger; Andreas Triantafyllopoulos; Alexander Kathan; Anastasia Semertzidou; Caterina Gawrilow; Tilman Reinelt; Wolfgang A. Rauch; Björn W. Schuller (INTERSPEECH, 2024)

The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition. - Shahin Amiriparian; Lukas Christ; Alexander Kathan; Maurice Gerczuk; Niklas Müller; Steffen Klug; Lukas Stappen; Andreas König 007; Erik Cambria; Björn W. Schuller; Simone Eulitz (MuSe@ACM Multimedia, 2024)

Enhancing Suicide Risk Assessment: A Speech-Based Automated Approach in Emergency Medicine. - Shahin Amiriparian; Maurice Gerczuk; Justina Lutz; Wolfgang Strube; Irina Papazova; Alkomiet Hasan; Alexander Kathan; Björn W. Schuller (CoRR, 2024)

Towards Multimodal Prediction of Spontaneous Humor: A Novel Dataset and First Results. - Lukas Christ; Shahin Amiriparian; Alexander Kathan; Niklas Müller; Andreas König 007; Björn W. Schuller (IEEE Trans. Affect. Comput., 2025)