Andreas Triantafyllopoulos

101 papers A* 1A 16Misc 6Journal 61Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EmoSURA: Towards Accurate Evaluation of Detailed and Long-Context Emotional Speech Captions. CoRR Xin Jing, Andreas Triantafyllopoulos, Jiadong Wang, Shahin Amiriparian, Jun Luo, Björn W. Schuller
2026	J	`jnl`	How Class Ontology and Data Scale Affect Audio Transfer Learning. CoRR Manuel Milling, Andreas Triantafyllopoulos, Alexander Gebhard, Simon David Noel Rampp, Björn W. Schuller
2026	J	`jnl`	SmoothCLAP: Soft-Target Enhanced Contrastive Language\-Audio Pretraining for Affective Computing. CoRR Xin Jing, Jiadong Wang, Andreas Triantafyllopoulos, Maurice Gerczuk, Shahin Amiriparian, Jun Luo, Björn W. Schuller
2025	J	`jnl`	Charting 15 years of progress in deep learning for speech emotion recognition: A replication study. CoRR Andreas Triantafyllopoulos, Anton Batliner, Björn W. Schuller
2025	J	`jnl`	Computer Audition: From Task-Specific Machine Learning to Foundation Models. Proc. IEEE Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
2025	Misc	`conf`	DFingerNet: Noise-Adaptive Speech Enhancement for Hearing Aids. ICASSP Iosif Tsangko, Andreas Triantafyllopoulos, Michael Müller, Hendrik Schröter, Björn W. Schuller
2025	J	`jnl`	DFingerNet: Noise-Adaptive Speech Enhancement for Hearing Aids. CoRR Iosif Tsangko, Andreas Triantafyllopoulos, Michael Müller, Hendrik Schröter, Björn W. Schuller
2025	J	`jnl`	Detecting COPD Through Speech Analysis: A Dataset of Danish Speech and Machine Learning Approach. CoRR Cuno Sankey-Olsen, Rasmus Hvass Olesen, Tobias Oliver Eberhard, Andreas Triantafyllopoulos, Björn W. Schuller, Ilhan Aslan
2025	J	`jnl`	ECOSoundSet: a finely annotated dataset for the automated acoustic identification of Orthoptera and Cicadidae in North, Central and temperate Western Europe. CoRR David Funosas, Elodie Massol, Yves Bas, Svenja Schmidt, Dominik Arend, Alexander Gebhard, Luc Barbaro, Sebastian König, Rafael Carbonell Font, David Sannier, Fernand Deroussen, Jérôme Sueur, Christian Roesti, Tomi Trilar, Wolfgang Forstmeier, Lucas Roger, Eloïsa Matheu, Piotr Guzik, Julien Barataud, Laurent Pelozuelo, Stéphane Puissant, Sandra Mueller, Björn W. Schuller, Jose M. Montoya, Andreas Triantafyllopoulos, Maxime Cauchoix
2025	Misc	`conf`	Enhancing Emotional Text-to-Speech Controllability with Natural Language Guidance through Contrastive Learning and Diffusion Models. ICASSP Xin Jing, Kun Zhou, Andreas Triantafyllopoulos, Björn W. Schuller
2025	—	`conf`	Large Language Models for the Analysis of Project Proposals. HCI (55) Iosif Tsangko, Andreas Triantafyllopoulos, Evangelos Kyriakidis, George Margetis, Björn W. Schuller
2025	J	`jnl`	MELT: Towards Automated Multimodal Emotion Data Annotation by Leveraging LLM Embedded Knowledge. CoRR Xin Jing, Jiadong Wang, Iosif Tsangko, Andreas Triantafyllopoulos, Björn W. Schuller
2025	J	`jnl`	Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition. IEEE Access Iosif Tsangko, Andreas Triantafyllopoulos, Adria Mallol-Ragolta, Björn W. Schuller
2025	J	`jnl`	Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition. CoRR Iosif Tsangko, Andreas Triantafyllopoulos, Adem Abdelmoula, Adria Mallol-Ragolta, Björn W. Schuller
2025	J	`jnl`	Vishing: Detecting social engineering in spoken communication - A first survey & urgent roadmap to address an emerging societal challenge. Comput. Speech Lang. Andreas Triantafyllopoulos, Anika A. Spiesberger, Iosif Tsangko, Xin Jing, Verena Distler, Felix Dietz, Florian Alt, 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`	Abusive Speech Detection in Indic Languages Using Acoustic Features. CoRR Anika A. Spiesberger, Andreas Triantafyllopoulos, Iosif Tsangko, Björn W. Schuller
2024	—	`conf`	An Automatic Analysis of Ultrasound Vocalisations for the Prediction of Interaction Context in Captive Egyptian Fruit Bats. EUSIPCO Andreas Triantafyllopoulos, Alexander Gebhard, Manuel Milling, Simon David Noel Rampp, Björn W. Schuller
2024	J	`jnl`	An automatic analysis of ultrasound vocalisations for the prediction of interaction context in captive Egyptian fruit bats. CoRR Andreas Triantafyllopoulos, Alexander Gebhard, Manuel Milling, Simon David Noel Rampp, Björn W. Schuller
2024	J	`jnl`	Audio Enhancement for Computer Audition - An Iterative Training Paradigm Using Sample Importance. CoRR Manuel Milling, Shuo Liu, Andreas Triantafyllopoulos, Ilhan Aslan, Björn W. Schuller
2024	J	`jnl`	Audio Enhancement for Computer Audition - An Iterative Training Paradigm Using Sample Importance. J. Comput. Sci. Technol. Manuel Milling, Shuo Liu, Andreas Triantafyllopoulos, Ilhan Aslan, Björn W. Schuller
2024	—	`conf`	Audio-Based Step-Count Estimation for Running - Windowing and Neural Network Baselines. EUSIPCO Philipp Wagner, Andreas Triantafyllopoulos, Alexander Gebhard, Björn W. Schuller
2024	J	`jnl`	Audio-based Step-count Estimation for Running - Windowing and Neural Network Baselines. CoRR Philipp Wagner, Andreas Triantafyllopoulos, Alexander Gebhard, Björn W. Schuller
2024	Misc	`conf`	Bringing the Discussion of Minima Sharpness to the Audio Domain: A Filter-Normalised Evaluation for Acoustic Scene Classification. ICASSP Manuel Milling, Andreas Triantafyllopoulos, Iosif Tsangko, Simon David Noel Rampp, Björn Wolfgang Schuller
2024	J	`jnl`	Computer Audition: From Task-Specific Machine Learning to Foundation Models. CoRR Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
2024	J	`jnl`	Does the Definition of Difficulty Matter? Scoring Functions and their Role for Curriculum Learning. CoRR Simon David Noel Rampp, Manuel Milling, Andreas Triantafyllopoulos, Björn W. Schuller
2024	J	`jnl`	Enhancing Emotional Text-to-Speech Controllability with Natural Language Guidance through Contrastive Learning and Diffusion Models. CoRR Xin Jing, Kun Zhou, Andreas Triantafyllopoulos, Björn W. Schuller
2024	A	`conf`	Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition. INTERSPEECH Andreas Triantafyllopoulos, Björn W. Schuller
2024	J	`jnl`	Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition. CoRR Andreas Triantafyllopoulos, 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	J	`jnl`	Expressivity and Speech Synthesis. CoRR Andreas Triantafyllopoulos, Björn W. Schuller
2024	A	`conf`	INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition. INTERSPEECH Andreas Triantafyllopoulos, Anton Batliner, Simon David Noel Rampp, Manuel Milling, Björn W. Schuller
2024	J	`jnl`	INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition. CoRR Andreas Triantafyllopoulos, Anton Batliner, Simon David Noel Rampp, Manuel Milling, Björn W. Schuller
2024	J	`jnl`	Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection. Biomed. Signal Process. Control. Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller
2024	J	`jnl`	Large language models for mental health. CoRR Andreas Triantafyllopoulos, Yannik Terhorst, Iosif Tsangko, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Lennart Seizer, Ayal Klein, Jenny Chim, Dana Atzil-Slonim, Maria Liakata, Markus Bühner, Johanna Löchner, Björn W. Schuller
2024	A	`conf`	ParaCLAP - Towards a general language-audio model for computational paralinguistic tasks. INTERSPEECH Xin Jing, Andreas Triantafyllopoulos, Björn W. Schuller
2024	J	`jnl`	ParaCLAP - Towards a general language-audio model for computational paralinguistic tasks. CoRR Xin Jing, Andreas Triantafyllopoulos, Björn W. Schuller
2024	—	`conf`	Personalised Anomaly Detectors and Prototypical Representations for Relapse Detection from Wearable-Based Digital Phenotyping. ICASSP Workshops Adria Mallol-Ragolta, Anika A. Spiesberger, Andreas Triantafyllopoulos, 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	A	`conf`	Sustained Vowels for Pre- vs Post-Treatment COPD Classification. INTERSPEECH Andreas Triantafyllopoulos, Anton Batliner, Wolfgang Mayr, Markus Fendler, Florian B. Pokorny, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
2024	J	`jnl`	Sustained Vowels for Pre- vs Post-Treatment COPD Classification. CoRR Andreas Triantafyllopoulos, Anton Batliner, Wolfgang Mayr, Markus Fendler, Florian B. Pokorny, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
2024	—	`conf`	Towards Predicting Menstrual Cycle Phases Exploiting Paralinguistic Features. EMBC Anika A. Spiesberger, Adria Mallol-Ragolta, Andreas Triantafyllopoulos, Björn W. Schuller
2024	J	`jnl`	autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks. CoRR Simon David Noel Rampp, Andreas Triantafyllopoulos, Manuel Milling, Björn W. Schuller
2023	—	`conf`	"Do touch!" - 3D Scanning and Printing Technologies for the Haptic Representation of Cultural Assets: A Study with Blind Target Users. SUMAC @ ACM Multimedia Arne Bruns, Anika A. Spiesberger, Andreas Triantafyllopoulos, Patric Müller, Björn W. Schuller
2023	J	`jnl`	A review of automatic recognition technology for bird vocalizations in the deep learning era. Ecol. Informatics Jiangjian Xie, Yujie Zhong, Junguo Zhang, Shuo Liu, Changqing Ding, Andreas Triantafyllopoulos
2023	A	`conf`	Abusive Speech Detection in Indic Languages Using Acoustic Features. INTERSPEECH Anika A. Spiesberger, Andreas Triantafyllopoulos, Iosif Tsangko, Björn W. Schuller
2023	J	`jnl`	An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era. Proc. IEEE Andreas Triantafyllopoulos, Björn W. Schuller, Gökçe Iymen, Tevfik Metin Sezgin, Xiangheng He, Zijiang Yang, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao
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`	Bringing the Discussion of Minima Sharpness to the Audio Domain: a Filter-Normalised Evaluation for Acoustic Scene Classification. CoRR Manuel Milling, Andreas Triantafyllopoulos, Iosif Tsangko, Simon David Noel Rampp, Björn Wolfgang Schuller
2023	—	`conf`	Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction. ICDM (Workshops) Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Toru Nakamura, Yongxin Zhang, Zhao Ren, Hiroki Takeuchi, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Haojie Zhang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	Misc	`conf`	Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. ICASSP Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Vincent Karas, Zhonghao Zhao, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023	J	`jnl`	Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap. IEEE Trans. Pattern Anal. Mach. Intell. Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller
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	J	`jnl`	Multistage linguistic conditioning of convolutional layers for speech emotion recognition. Frontiers Comput. Sci. Andreas Triantafyllopoulos, Uwe D. Reichel, Shuo Liu, Stephan Huber, Florian Eyben, 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	A*	`conf`	The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. ACM Multimedia Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice E. Baird, Panagiotis Tzirakis, Chris Gagne, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty, Claude Montacié
2023	J	`jnl`	The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. CoRR Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice Baird, Panagiotis Tzirakis, Chris Gagne, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty, Claude Montacié
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	J	`jnl`	U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech. CoRR Xin Jing, Yi Chang, Zijiang Yang, Jiangjian Xie, Andreas Triantafyllopoulos, 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	—	`conf`	A Temporal-oriented Broadcast ResNet for COVID-19 Detection. BHI Xin Jing, Shuo Liu, Emilia Parada-Cabaleiro, Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang, Björn W. Schuller
2022	J	`jnl`	A Temporal-oriented Broadcast ResNet for COVID-19 Detection. CoRR Xin Jing, Shuo Liu, Emilia Parada-Cabaleiro, Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang, Björn W. Schuller
2022	A	`conf`	An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion. INTERSPEECH Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan, Björn W. Schuller
2022	J	`jnl`	An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion. CoRR Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan, Björn W. Schuller
2022	J	`jnl`	An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era. CoRR Andreas Triantafyllopoulos, Björn W. Schuller, Gökçe Iymen, Tevfik Metin Sezgin, Xiangheng He, Zijiang Yang, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao
2022	J	`jnl`	COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection. CoRR Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, 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	J	`jnl`	Dawn of the transformer era in speech emotion recognition: closing the valence gap. CoRR Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller
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	A	`conf`	Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease. INTERSPEECH Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
2022	J	`jnl`	Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease. CoRR Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
2022	J	`jnl`	Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression. CoRR Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Xin Jing, Vincent Karas, Jiangjian Xie, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2022	J	`jnl`	Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction. CoRR Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang, Xin Jing, Björn W. Schuller
2022	—	`conf`	Fatigue Prediction in Outdoor Running Conditions using Audio Data. EMBC 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
2022	J	`jnl`	Fatigue Prediction in Outdoor Running Conditions using Audio Data. CoRR 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
2022	—	`conf`	Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition. MMSports@MM Alexander Gebhard, Andreas Triantafyllopoulos, Shahin Amiriparian, Sandra Ottl, Valerie Dieter, Maurice Gerczuk, Mirko Jaumann, David Hildner, Patrick Schneeweiß, Inka Rösel, Inga Krauß, Björn W. Schuller
2022	—	`conf`	Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features. EMBC Andreas Triantafyllopoulos, Sandra Zänkert, Alice Baird, Julian Konzok, Brigitte M. Kudielka, Björn W. Schuller
2022	J	`jnl`	Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features. CoRR Andreas Triantafyllopoulos, Sandra Zänkert, Alice Baird, Julian Konzok, Brigitte M. Kudielka, 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`	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	J	`jnl`	Probing Speech Emotion Recognition Transformers for Linguistic Knowledge. CoRR Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe D. Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller
2022	A	`conf`	Probing speech emotion recognition transformers for linguistic knowledge. INTERSPEECH Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe D. Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller
2022	J	`jnl`	Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression. CoRR Xin Jing, Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Björn W. Schuller
2022	J	`jnl`	Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts. CoRR Vincent Karas, Andreas Triantafyllopoulos, Meishu Song, Björn W. Schuller
2021	J	`jnl`	An Evaluation of Speech-Based Recognition of Emotional and Physiological Markers of Stress. Frontiers Comput. Sci. Alice Baird, Andreas Triantafyllopoulos, Sandra Zänkert, Sandra Ottl, Lukas Christ, Lukas Stappen, Julian Konzok, Sarah Sturmbauer, Eva-Maria Meßner, Brigitte M. Kudielka, Nicolas Rohleder, Harald Baumeister, Björn W. Schuller
2021	A	`conf`	Deep speaker conditioning for speech emotion recognition. ICME Andreas Triantafyllopoulos, Shuo Liu, Björn W. Schuller
2021	—	`conf`	Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations. DCASE Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller
2021	J	`jnl`	Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations. CoRR Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller
2021	J	`jnl`	Multistage linguistic conditioning of convolutional layers for speech emotion recognition. CoRR Andreas Triantafyllopoulos, Uwe D. Reichel, Shuo Liu, Stephan Huber, Florian Eyben, Björn W. Schuller
2021	Misc	`conf`	The Role of Task and Acoustic Similarity in Audio Transfer Learning: Insights from the Speech Emotion Recognition Case. ICASSP Andreas Triantafyllopoulos, Björn W. Schuller
2020	A	`conf`	Towards Speech Robustness for Acoustic Scene Classification. INTERSPEECH Shuo Liu, Andreas Triantafyllopoulos, Zhao Ren, Björn W. Schuller
2019	A	`conf`	Robust Speech Emotion Recognition Under Different Encoding Conditions. INTERSPEECH Christopher Oates, Andreas Triantafyllopoulos, Ingmar Steiner, Björn W. Schuller
2019	A	`conf`	Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement. INTERSPEECH Andreas Triantafyllopoulos, Gil Keren, Johannes Wagner, Ingmar Steiner, Björn W. Schuller
2018	J	`jnl`	audEERING's approach to the One-Minute-Gradual Emotion Challenge. CoRR Andreas Triantafyllopoulos, Hesam Sagha, Florian Eyben, Björn W. Schuller