Publications by authors named "Andreas Triantafyllopoulos"

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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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Assessing the Clinical and Functional Status of COPD Patients Using Speech Analysis During and After Exacerbation.
Wolfgang Mayr, Andreas Triantafyllopoulos, Anton Batliner, Björn W Schuller, Thomas M Berghaus

Int J Chron Obstruct Pulmon Dis· January 2025

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Automating airborne pollen classification: Identifying and interpreting hard samples for classifiers.
Manuel Milling, Simon D N Rampp, Andreas Triantafyllopoulos, Maria P Plaza, Jens O Brunner

Heliyon· January 2025

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Empowering Mental Health Monitoring Using a Macro-Micro Personalization Framework for Multimodal-Multitask Learning: Descriptive Study.
Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Zixing Zhang, Zhe Nan

JMIR Ment Health· October 2024

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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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Towards Predicting Menstrual Cycle Phases Exploiting Paralinguistic Features.
Anika A Spiesberger, Adria Mallol-Ragolta, Andreas Triantafyllopoulos, Bjorn W Schuller

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, Andreas Triantafyllopoulos

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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Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap.
Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt

IEEE Trans Pattern Anal Mach Intell· September 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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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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Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features.
Andreas Triantafyllopoulos, Sandra Zankert, Alice Baird, Julian Konzok, Brigitte M Kudielka

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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Fatigue Prediction in Outdoor Running Conditions using Audio Data.
Andreas Triantafyllopoulos, Sandra Ottl, Alexander Gebhard, Esther Rituerto-Gonzalez, Mirko Jaumann

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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