A Multimodal Approach for Predicting Changes in PTSD Symptom Severity. - Adria Mallol-Ragolta; Svati Dhamija; Terrance E. Boult (ICMI, 2018)

Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition. - Adria Mallol-Ragolta; Maximilian Schmitt; Alice Baird; Nicholas Cummins; Björn W. Schuller (FG, 2019)

A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews. - Adria Mallol-Ragolta; Ziping Zhao 001; Lukas Stappen; Nicholas Cummins; Björn W. Schuller (INTERSPEECH, 2019)

AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Nicholas Cummins; Roddy Cowie; Leili Tavabi; Maximilian Schmitt; Sina Alisamir; Shahin Amiriparian; Eva-Maria Meßner; Siyang Song; Shuo Liu 012; et al. (AVEC@MM, 2019)

Synchronization in Interpersonal Speech. - Shahin Amiriparian; Jing Han 010; Maximilian Schmitt; Alice Baird; Adria Mallol-Ragolta; Manuel Milling; Maurice Gerczuk; Björn W. Schuller (Frontiers Robotics AI, 2019)

Latent-Based Adversarial Neural Networks for Facial Affect Estimations. - Decky Aspandi; Adria Mallol-Ragolta; Björn W. Schuller; Xavier Binefa (FG, 2020)

A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions. - Adria Mallol-Ragolta; Shuo Liu 012; Nicholas Cummins; Björn W. Schuller (FG, 2020)

An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition. - Adria Mallol-Ragolta; Nicholas Cummins; Björn W. Schuller (INTERSPEECH, 2020)

MuSe 2020 Challenge and Workshop: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media: Emotional Car Reviews in-the-wild. - Lukas Stappen; Alice Baird; Georgios Rizos; Panagiotis Tzirakis; Xinchen Du; Felix Hafner; Lea Schumann; Adria Mallol-Ragolta; Björn W. Schuller; Iulia Lefter; Erik Cambria; Ioannis Kompatsiaris (MuSe @ ACM Multimedia, 2020)

Adversarial-based neural networks for affect estimations in the wild. - Decky Aspandi; Adria Mallol-Ragolta; Björn W. Schuller; Xavier Binefa (CoRR, 2020)

MuSe 2020 - The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop. - Lukas Stappen; Alice Baird; Georgios Rizos; Panagiotis Tzirakis; Xinchen Du; Felix Hafner; Lea Schumann; Adria Mallol-Ragolta; Björn W. Schuller; Iulia Lefter; Erik Cambria; Ioannis Kompatsiaris (CoRR, 2020)

COVID-19 Detection with a Novel Multi-Type Deep Fusion Method using Breathing and Coughing Information. - Shuo Liu 012; Adria Mallol-Ragolta; Björn W. Schuller (EMBC, 2021)

The Filtering Effect of Face Masks in their Detection from Speech. - Adria Mallol-Ragolta; Shuo Liu 012; Björn W. Schuller (EMBC, 2021)

harAGE: A Novel Multimodal Smartwatch-based Dataset for Human Activity Recognition. - Adria Mallol-Ragolta; Anastasia Semertzidou; Maria Pateraki; Björn W. Schuller (FG, 2021)

A Novel Attention-Based Gated Recurrent Unit and its Efficacy in Speech Emotion Recognition. - Srividya Tirunellai Rajamani; Kumar T. Rajamani; Adria Mallol-Ragolta; Shuo Liu 012; Björn W. Schuller (ICASSP, 2021)

Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information. - Adria Mallol-Ragolta; Helena Cuesta; Emilia Gómez; Björn W. Schuller (Interspeech, 2021)

EIHW-MTG DiCOVA 2021 Challenge System Report. - Adria Mallol-Ragolta; Helena Cuesta; Emilia Gómez; Björn W. Schuller (CoRR, 2021)

EIHW-MTG: Second DiCOVA Challenge System Report. - Adria Mallol-Ragolta; Helena Cuesta; Emilia Gómez; Björn W. Schuller (CoRR, 2021)

Frustration recognition from speech during game interaction using wide residual networks. - Meishu Song; Adria Mallol-Ragolta; Emilia Parada-Cabaleiro; Zijiang Yang 007; Shuo Liu 012; Zhao Ren; Ziping Zhao 001; Björn W. Schuller (Virtual Real. Intell. Hardw., 2021)

COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory Sounds. - Adria Mallol-Ragolta; Shuo Liu 012; Björn W. Schuller (BHI, 2022)

Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect Recognition. - Vincent Karas; Mani Kumar Tellamekala; Adria Mallol-Ragolta; Michel F. Valstar; Björn W. Schuller (CVPR Workshops, 2022)

Triplet Loss-Based Models for COVID-19 Detection from Vocal Sounds. - Adria Mallol-Ragolta; Florian B. Pokorny; Katrin D. Bartl-Pokorny; Anastasia Semertzidou; Björn W. Schuller (EMBC, 2022)

Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19. - Adria Mallol-Ragolta; Helena Cuesta; Emilia Gómez; Björn W. Schuller (INTERSPEECH, 2022)

Online Personalisation of Deep Mobile Activity Recognisers. - Manuel Milling; Ilhan Aslan; Moritz Berghofer; Adria Mallol-Ragolta; Utkarsh Kunwar; Björn Wolfgang Schuller (iWOAR, 2022)

The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. - Björn W. Schuller; Anton Batliner; Shahin Amiriparian; Christian Bergler; Maurice Gerczuk; Natalie Holz; Pauline Larrouy-Maestri; Sebastian P. Bayerl; Korbinian Riedhammer; Adria Mallol-Ragolta; Maria Pateraki; Harry Coppock; et al. (ACM Multimedia, 2022)

Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition. - Vincent Karas; Mani Kumar Tellamekala; Adria Mallol-Ragolta; Michel F. Valstar; Björn W. Schuller (CoRR, 2022)

Outer Product-Based Fusion of Smartwatch Sensor Data for Human Activity Recognition. - Adria Mallol-Ragolta; Anastasia Semertzidou; Maria Pateraki; Björn W. Schuller (Frontiers Comput. Sci., 2022)

Audio self-supervised learning: A survey. - Shuo Liu 012; Adria Mallol-Ragolta; Emilia Parada-Cabaleiro; Kun Qian 003; Xin Jing; Alexander Kathan; Bin Hu 001; Björn W. Schuller (Patterns, 2022)

Face mask recognition from audio: The MASC database and an overview on the mask challenge. - Mostafa M. Mohamed; Mina A. Nessiem; Anton Batliner; Christian Bergler; Simone Hantke; Maximilian Schmitt; Alice Baird; Adria Mallol-Ragolta; Vincent Karas; Shahin Amiriparian; Björn W. Schuller (Pattern Recognit., 2022)

Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection. - Shuo Liu 012; Adria Mallol-Ragolta; Tianhao Yan; Kun Qian 003; Emilia Parada-Cabaleiro; Bin Hu 001; Björn W. Schuller (IEEE J. Biomed. Health Informatics, 2022)

harAGE Corpus. - Adria Mallol-Ragolta; Anastasia Semertzidou; Maria Pateraki; Björn W. Schuller (Zenodo, 2022)

COVID-19 Detection from Speech in Noisy Conditions. - Shuo Liu 012; Adria Mallol-Ragolta; Björn W. Schuller (ICASSP, 2023)

The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech. - Adria Mallol-Ragolta; Nils Urbach; Shuo Liu 012; Anton Batliner; Björn W. Schuller (INTERSPEECH, 2023)

The MASCFLICHT Corpus. - Adria Mallol-Ragolta; Nils Urbach; Shuo Liu 012; Anton Batliner; Björn W. Schuller (Zenodo, 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)

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

Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue Manager. - Adria Mallol-Ragolta; Björn W. Schuller (IEEE Access, 2024)

Affective Computing Has Changed: The Foundation Model Disruption. - Björn W. Schuller; Adria Mallol-Ragolta; Alejandro Peña Almansa; Iosif Tsangko; Mostafa M. Amin; Anastasia Semertzidou; Lukas Christ; Shahin Amiriparian (CoRR, 2024)

Early Detection of ALS in Absence of Speech Impairments with Computer Audition. - Adria Mallol-Ragolta; Monica González Machorro; Ricarda von Heynitz; Katia Scherzer; Isabell Cordts; Björn W. Schuller (AIME (1), 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)