Publications by authors named "Alexander Kathan"

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Affective Dimensions in Maternal Voice During Child Feeding in Mothers With and Without Eating Disorder History-Findings From a Machine Learning Analysis of Speech Data.
Jana Katharina Throm, Manuel Milling, Andreas Triantafyllopoulos, Alexander Kathan, Annica Franziska Dörsam

Eur Eat Disord Rev· October 2025

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Personalised Speech-Based PTSD Prediction Using Weighted-Instance Learning.
Alexander Kathan, Shahin Amiriparian, Andreas Triantafyllopoulos, Alexander Gebhard, Sabrina Milkus

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Ecology & computer audition: Applications of audio technology to monitor organisms and environment.
Björn W Schuller, Alican Akman, Yi Chang, Harry Coppock, Alexander Gebhard, Alexander Kathan

Heliyon· January 2024

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Zero-shot personalization of speech foundation models for depressed mood monitoring.
Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer

Patterns (N Y)· November 2023

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HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.
Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard

Front Digit Health· September 2023

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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

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Universal Lesion Detection Utilising Cascading R-CNNs and a Novel Video Pretraining Method.
Shahin Amiriparian, Alexander Meiners, Daniel Rothenpieler, Alexander Kathan, Maurice Gerczuk

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Audio self-supervised learning: A survey.
Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan

Patterns (N Y)· December 2022

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Personalised depression forecasting using mobile sensor data and ecological momentary assessment.
Alexander Kathan, Mathias Harrer, Ludwig Küster, Andreas Triantafyllopoulos, Xiangheng He

Front Digit Health· November 2022

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Novel Insights on Induced Sparsity in Multi-Time Attention Networks.
Srividya Tirunellai Rajamani, Kumar Rajamani, Alexander Kathan, Bjorn W Schuller

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting.
Alexander Kathan, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Tianhao Yan

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Depression Diagnosis and Forecast based on Mobile Phone Sensor Data.
Xiangheng He, Andreas Triantafyllopoulos, Alexander Kathan, Manuel Milling, Tianhao Yan

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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