audEERING's approach to the One-Minute-Gradual Emotion Challenge. - Andreas Triantafyllopoulos; Hesam Sagha; Florian Eyben; Björn W. Schuller (CoRR, 2018)

Robust Speech Emotion Recognition Under Different Encoding Conditions. - Christopher Oates; Andreas Triantafyllopoulos; Ingmar Steiner; Björn W. Schuller (INTERSPEECH, 2019)

Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement. - Andreas Triantafyllopoulos; Gil Keren; Johannes Wagner 001; Ingmar Steiner; Björn W. Schuller (INTERSPEECH, 2019)

Towards Speech Robustness for Acoustic Scene Classification. - Shuo Liu 012; Andreas Triantafyllopoulos; Zhao Ren; Björn W. Schuller (INTERSPEECH, 2020)

Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations. - Andreas Triantafyllopoulos; Manuel Milling; Konstantinos Drossos; Björn W. Schuller (DCASE, 2021)

The Role of Task and Acoustic Similarity in Audio Transfer Learning: Insights from the Speech Emotion Recognition Case. - Andreas Triantafyllopoulos; Björn W. Schuller (ICASSP, 2021)

Deep speaker conditioning for speech emotion recognition. - Andreas Triantafyllopoulos; Shuo Liu 012; Björn W. Schuller (ICME, 2021)

An Evaluation of Speech-Based Recognition of Emotional and Physiological Markers of Stress. - 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; et al. (Frontiers Comput. Sci., 2021)

A Temporal-oriented Broadcast ResNet for COVID-19 Detection. - Xin Jing; Shuo Liu 012; Emilia Parada-Cabaleiro; Andreas Triantafyllopoulos; Meishu Song; Zijiang Yang 007; Björn W. Schuller (BHI, 2022)

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)

Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features. - Andreas Triantafyllopoulos; Sandra Zänkert; Alice Baird; Julian Konzok; Brigitte M. Kudielka; Björn W. Schuller (EMBC, 2022)

Fatigue Prediction in Outdoor Running Conditions using Audio Data. - Andreas Triantafyllopoulos; Sandra Ottl; Alexander Gebhard 001; Esther Rituerto-González; Mirko Jaumann; Steffen Hüttner; Valerie Dieter; Patrick Schneeweiß; Inga Krauß; Maurice Gerczuk; Shahin Amiriparian; Björn W. Schuller (EMBC, 2022)

An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion. - Zijiang Yang 007; Xin Jing; Andreas Triantafyllopoulos; Meishu Song; Ilhan Aslan; Björn W. Schuller (INTERSPEECH, 2022)

Probing speech emotion recognition transformers for linguistic knowledge. - Andreas Triantafyllopoulos; Johannes Wagner 001; Hagen Wierstorf; Maximilian Schmitt; Uwe D. Reichel; Florian Eyben; Felix Burkhardt; Björn W. Schuller (INTERSPEECH, 2022)

Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease. - Andreas Triantafyllopoulos; Markus Fendler; Anton Batliner; Maurice Gerczuk; Shahin Amiriparian; Thomas M. Berghaus; Björn W. Schuller (INTERSPEECH, 2022)

Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition. - Alexander Gebhard 001; Andreas Triantafyllopoulos; Shahin Amiriparian; Sandra Ottl; Valerie Dieter; Maurice Gerczuk; Mirko Jaumann; David Hildner; Patrick Schneeweiß; Inka Rösel; Inga Krauß; Björn W. Schuller (MMSports@MM, 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)

Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction. - Andreas Triantafyllopoulos; Meishu Song; Zijiang Yang 007; Xin Jing; Björn W. Schuller (CoRR, 2022)

Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression. - Xin Jing; Meishu Song; Andreas Triantafyllopoulos; Zijiang Yang 007; Björn W. Schuller (CoRR, 2022)

COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection. - Andreas Triantafyllopoulos; Anastasia Semertzidou; Meishu Song; Florian B. Pokorny; Björn W. Schuller (CoRR, 2022)

Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression. - Meishu Song; Zijiang Yang 007; Andreas Triantafyllopoulos; Xin Jing; Vincent Karas; Jiangjian Xie; Zixing Zhang 001; Yoshiharu Yamamoto; Björn W. Schuller (CoRR, 2022)

Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts. - Vincent Karas; Andreas Triantafyllopoulos; Meishu Song; 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)

Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection. - Andreas Triantafyllopoulos; Anastasia Semertzidou; Meishu Song; Florian B. Pokorny; Björn W. Schuller (Zenodo, 2022)

Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. - Meishu Song; Andreas Triantafyllopoulos; Zijiang Yang 007; Hiroki Takeuchi; Toru Nakamura; Akifumi Kishi; Tetsuro Ishizawa; Kazuhiro Yoshiuchi; Xin Jing; Vincent Karas; Zhonghao Zhao; Kun Qian 003; et al. (ICASSP, 2023)

Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction. - Meishu Song; Zijiang Yang 007; Andreas Triantafyllopoulos; Toru Nakamura; Yongxin Zhang; Zhao Ren; Hiroki Takeuchi; Akifumi Kishi; Tetsuro Ishizawa; Kazuhiro Yoshiuchi; Haojie Zhang; Kun Qian 003; et al. (ICDM (Workshops), 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)

Abusive Speech Detection in Indic Languages Using Acoustic Features. - Anika A. Spiesberger; Andreas Triantafyllopoulos; Iosif Tsangko; Björn W. Schuller (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)

"Do touch!" - 3D Scanning and Printing Technologies for the Haptic Representation of Cultural Assets: A Study with Blind Target Users. - Arne Bruns; Anika A. Spiesberger; Andreas Triantafyllopoulos; Patric Müller; Björn W. Schuller (SUMAC @ ACM Multimedia, 2023)

The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. - Björn W. Schuller; Anton Batliner; Shahin Amiriparian; Alexander Barnhill; Maurice Gerczuk; Andreas Triantafyllopoulos; Alice E. Baird; Panagiotis Tzirakis; Chris Gagne 001; Alan S. Cowen; Nikola Lackovic; Marie-José Caraty; et al. (ACM Multimedia, 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)

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)

U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech. - Xin Jing; Yi Chang 004; Zijiang Yang 007; Jiangjian Xie; Andreas Triantafyllopoulos; Björn W. Schuller (CoRR, 2023)

A review of automatic recognition technology for bird vocalizations in the deep learning era. - Jiangjian Xie; Yujie Zhong; Junguo Zhang; Shuo Liu 012; Changqing Ding; Andreas Triantafyllopoulos (Ecol. Informatics, 2023)

Multistage linguistic conditioning of convolutional layers for speech emotion recognition. - Andreas Triantafyllopoulos; Uwe D. Reichel; Shuo Liu 012; Stephan Huber; Florian Eyben; Björn W. Schuller (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)

Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap. - Johannes Wagner 001; Andreas Triantafyllopoulos; Hagen Wierstorf; Maximilian Schmitt; Felix Burkhardt; Florian Eyben; Björn W. Schuller (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era. - Andreas Triantafyllopoulos; Björn W. Schuller; Gökçe Iymen; Tevfik Metin Sezgin; Xiangheng He; Zijiang Yang 007; Panagiotis Tzirakis; Shuo Liu 012; Silvan Mertes; Elisabeth André; Ruibo Fu; Jianhua Tao 001 (Proc. IEEE, 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)

Towards Predicting Menstrual Cycle Phases Exploiting Paralinguistic Features. - Anika A. Spiesberger; Adria Mallol-Ragolta; Andreas Triantafyllopoulos; Björn W. Schuller (EMBC, 2024)

Audio-Based Step-Count Estimation for Running - Windowing and Neural Network Baselines. - Philipp Wagner 006; Andreas Triantafyllopoulos; Alexander Gebhard 001; Björn W. Schuller (EUSIPCO, 2024)

An Automatic Analysis of Ultrasound Vocalisations for the Prediction of Interaction Context in Captive Egyptian Fruit Bats. - Andreas Triantafyllopoulos; Alexander Gebhard 001; Manuel Milling; Simon David Noel Rampp; Björn W. Schuller (EUSIPCO, 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)

Personalised Anomaly Detectors and Prototypical Representations for Relapse Detection from Wearable-Based Digital Phenotyping. - Adria Mallol-Ragolta; Anika A. Spiesberger; Andreas Triantafyllopoulos; Björn W. Schuller (ICASSP Workshops, 2024)

Bringing the Discussion of Minima Sharpness to the Audio Domain: A Filter-Normalised Evaluation for Acoustic Scene Classification. - Manuel Milling; Andreas Triantafyllopoulos; Iosif Tsangko; Simon David Noel Rampp; Björn Wolfgang Schuller (ICASSP, 2024)

ParaCLAP - Towards a general language-audio model for computational paralinguistic tasks. - Xin Jing; Andreas Triantafyllopoulos; Björn W. Schuller (INTERSPEECH, 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)

Sustained Vowels for Pre- vs Post-Treatment COPD Classification. - Andreas Triantafyllopoulos; Anton Batliner; Wolfgang Mayr; Markus Fendler; Florian B. Pokorny; Maurice Gerczuk; Shahin Amiriparian; Thomas M. Berghaus; Björn W. Schuller (INTERSPEECH, 2024)

INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition. - Andreas Triantafyllopoulos; Anton Batliner; Simon David Noel Rampp; Manuel Milling; Björn W. Schuller (INTERSPEECH, 2024)

Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition. - Andreas Triantafyllopoulos; Björn W. Schuller (INTERSPEECH, 2024)

Expressivity and Speech Synthesis. - Andreas Triantafyllopoulos; Björn W. Schuller (CoRR, 2024)

Computer Audition: From Task-Specific Machine Learning to Foundation Models. - Andreas Triantafyllopoulos; Iosif Tsangko; Alexander Gebhard 001; Annamaria Mesaros; Tuomas Virtanen; Björn W. Schuller (CoRR, 2024)

Does the Definition of Difficulty Matter? Scoring Functions and their Role for Curriculum Learning. - Simon David Noel Rampp; Manuel Milling; Andreas Triantafyllopoulos; Björn W. Schuller (CoRR, 2024)

Large language models for mental health. - 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; et al. (CoRR, 2024)

autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks. - Simon David Noel Rampp; Andreas Triantafyllopoulos; Manuel Milling; Björn W. Schuller (CoRR, 2024)

Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection. - Andreas Triantafyllopoulos; Anastasia Semertzidou; Meishu Song; Florian B. Pokorny; Björn W. Schuller (Biomed. Signal Process. Control., 2024)

Audio Enhancement for Computer Audition - An Iterative Training Paradigm Using Sample Importance. - Manuel Milling; Shuo Liu 012; Andreas Triantafyllopoulos; Ilhan Aslan; Björn W. Schuller (J. Comput. Sci. Technol., 2024)

Large Language Models for the Analysis of Project Proposals. - Iosif Tsangko; Andreas Triantafyllopoulos; Evangelos Kyriakidis; George Margetis; Björn W. Schuller (HCI (55), 2025)

Enhancing Emotional Text-to-Speech Controllability with Natural Language Guidance through Contrastive Learning and Diffusion Models. - Xin Jing; Kun Zhou 003; Andreas Triantafyllopoulos; Björn W. Schuller (ICASSP, 2025)

DFingerNet: Noise-Adaptive Speech Enhancement for Hearing Aids. - Iosif Tsangko; Andreas Triantafyllopoulos; Michael Müller; Hendrik Schröter; Björn W. Schuller (ICASSP, 2025)

Vishing: Detecting social engineering in spoken communication - A first survey & urgent roadmap to address an emerging societal challenge. - Andreas Triantafyllopoulos; Anika A. Spiesberger; Iosif Tsangko; Xin Jing; Verena Distler; Felix Dietz; Florian Alt; Björn W. Schuller (Comput. Speech Lang., 2025)

ECOSoundSet: a finely annotated dataset for the automated acoustic identification of Orthoptera and Cicadidae in North, Central and temperate Western Europe. - David Funosas; Elodie Massol; Yves Bas; Svenja Schmidt; Dominik Arend; Alexander Gebhard 001; Luc Barbaro; Sebastian König; Rafael Carbonell Font; David Sannier; Fernand Deroussen; Jérôme Sueur; et al. (CoRR, 2025)

MELT: Towards Automated Multimodal Emotion Data Annotation by Leveraging LLM Embedded Knowledge. - Xin Jing; Jiadong Wang; Iosif Tsangko; Andreas Triantafyllopoulos; Björn W. Schuller (CoRR, 2025)

Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition. - Iosif Tsangko; Andreas Triantafyllopoulos; Adem Abdelmoula; Adria Mallol-Ragolta; Björn W. Schuller (CoRR, 2025)