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Andreas Triantafyllopoulos

Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease


Jul 26, 2022
Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller

* Accepted in INTERSPEECH 2022 

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Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression


Jun 28, 2022
Xin Jing, Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Björn W. Schuller

* 5 pages, accepted by ICML Exvo workshop 

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Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression


Jun 27, 2022
Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Xin Jing, Vincent Karas, Xie Jiangjian, Zixing Zhang, Yamamoto Yoshiharu, Bjoern W. Schuller

* 5 pages 

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COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection


Jun 20, 2022
Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller


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Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction


Jun 20, 2022
Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang, Xin Jing, Björn W. Schuller

* Proceedings of the ICML Expressive Vocalizations Workshop and Competition held in conjunction with the $\mathit{39}^{th}$ International Conference on Machine Learning, Copyright 2022 by the author(s) 

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Depression Diagnosis and Forecast based on Mobile Phone Sensor Data


May 10, 2022
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

* Accepted by EMBC 2022 

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Fatigue Prediction in Outdoor Running Conditions using Audio Data


May 09, 2022
Andreas Triantafyllopoulos, Sandra Ottl, Alexander Gebhard, Esther Rituerto-González, Mirko Jaumann, Steffen Hüttner, Valerie Dieter, Patrick Schneeweiß, Inga Krauß, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller

* Paper accepted at IEEE EMBC 2022. Rights remain with IEEE 

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Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features


May 09, 2022
Andreas Triantafyllopoulos, Sandra Zänkert, Alice Baird, Julian Konzok, Brigitte M. Kudielka, Björn W. Schuller

* Paper accepted for publication at IEEE EMBC 2022. Rights remain with IEEE 

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