Adria Mallol-Ragolta

45 papers A* 1A 5B 5C 1Misc 2Journal 20Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
Early Detection of ALS in Absence of Speech Impairments with Computer Audition.
AIME (1)
Adria Mallol-Ragolta, Monica González Machorro, Ricarda von Heynitz, Katia Scherzer, Isabell Cordts, Björn W. Schuller
2025 C conf
ProtoCLAP - Prototypical Contrastive Language-Audio Pretraining.
ASRU
Adria Mallol-Ragolta, 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
2024 J jnl
Affective Computing Has Changed: The Foundation Model Disruption.
CoRR
Björn W. Schuller, Adria Mallol-Ragolta, Alejandro Peña Almansa, Iosif Tsangko, Mostafa M. Amin, Anastasia Semertzidou, Lukas Christ, Shahin Amiriparian
2024 J jnl
Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue Manager.
IEEE Access
Adria Mallol-Ragolta, 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
Towards Predicting Menstrual Cycle Phases Exploiting Paralinguistic Features.
EMBC
Anika A. Spiesberger, Adria Mallol-Ragolta, Andreas Triantafyllopoulos, Björn W. Schuller
2023 Misc conf
COVID-19 Detection from Speech in Noisy Conditions.
ICASSP
Shuo Liu, Adria Mallol-Ragolta, 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 A conf
The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech.
INTERSPEECH
Adria Mallol-Ragolta, Nils Urbach, Shuo Liu, Anton Batliner, Björn W. Schuller
2022 J jnl
Audio Self-supervised Learning: A Survey.
CoRR
Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu, Björn W. Schuller
2022 J jnl
Audio self-supervised learning: A survey.
Patterns
Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu, Björn W. Schuller
2022 — conf
COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory Sounds.
BHI
Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller
2022 J jnl
Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection.
IEEE J. Biomed. Health Informatics
Shuo Liu, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian, Emilia Parada-Cabaleiro, Bin Hu, Björn W. Schuller
2022 J jnl
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition.
CoRR
Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller
2022 J jnl
Face mask recognition from audio: The MASC database and an overview on the mask challenge.
Pattern Recognit.
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
2022 A conf
Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19.
INTERSPEECH
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller
2022 — conf
Online Personalisation of Deep Mobile Activity Recognisers.
iWOAR
Manuel Milling, Ilhan Aslan, Moritz Berghofer, Adria Mallol-Ragolta, Utkarsh Kunwar, Björn Wolfgang Schuller
2022 J jnl
Outer Product-Based Fusion of Smartwatch Sensor Data for Human Activity Recognition.
Frontiers Comput. Sci.
Adria Mallol-Ragolta, Anastasia Semertzidou, Maria Pateraki, Björn W. Schuller
2022 A* conf
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes.
ACM Multimedia
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, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts
2022 J jnl
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes.
CoRR
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, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts
2022 — conf
Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect Recognition.
CVPR Workshops
Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller
2022 — conf
Triplet Loss-Based Models for COVID-19 Detection from Vocal Sounds.
EMBC
Adria Mallol-Ragolta, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Anastasia Semertzidou, Björn W. Schuller
2021 Misc conf
A Novel Attention-Based Gated Recurrent Unit and its Efficacy in Speech Emotion Recognition.
ICASSP
Srividya Tirunellai Rajamani, Kumar T. Rajamani, Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller
2021 — conf
COVID-19 Detection with a Novel Multi-Type Deep Fusion Method using Breathing and Coughing Information.
EMBC
Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller
2021 A conf
Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information.
Interspeech
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller
2021 J jnl
EIHW-MTG DiCOVA 2021 Challenge System Report.
CoRR
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller
2021 J jnl
EIHW-MTG: Second DiCOVA Challenge System Report.
CoRR
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller
2021 J jnl
Frustration recognition from speech during game interaction using wide residual networks.
Virtual Real. Intell. Hardw.
Meishu Song, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Zhao Ren, Ziping Zhao, Björn W. Schuller
2021 — conf
The Filtering Effect of Face Masks in their Detection from Speech.
EMBC
Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller
2021 B conf
harAGE: A Novel Multimodal Smartwatch-based Dataset for Human Activity Recognition.
FG
Adria Mallol-Ragolta, Anastasia Semertzidou, Maria Pateraki, Björn W. Schuller
2020 B conf
A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions.
FG
Adria Mallol-Ragolta, Shuo Liu, Nicholas Cummins, Björn W. Schuller
2020 J jnl
Adversarial-based neural networks for affect estimations in the wild.
CoRR
Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa
2020 A conf
An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition.
INTERSPEECH
Adria Mallol-Ragolta, Nicholas Cummins, Björn W. Schuller
2020 B conf
Latent-Based Adversarial Neural Networks for Facial Affect Estimations.
FG
Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa
2020 J jnl
MuSe 2020 - The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop.
CoRR
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
2020 — conf
MuSe 2020 Challenge and Workshop: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media: Emotional Car Reviews in-the-wild.
MuSe @ ACM Multimedia
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
2019 A conf
A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews.
INTERSPEECH
Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins, Björn W. Schuller
2019 — conf
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.
AVEC@MM
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, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic
2019 J jnl
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.
CoRR
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, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic
2019 B conf
Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition.
FG
Adria Mallol-Ragolta, Maximilian Schmitt, Alice Baird, Nicholas Cummins, Björn W. Schuller
2019 J jnl
Synchronization in Interpersonal Speech.
Frontiers Robotics AI
Shahin Amiriparian, Jing Han, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Manuel Milling, Maurice Gerczuk, Björn W. Schuller
2018 B conf
A Multimodal Approach for Predicting Changes in PTSD Symptom Severity.
ICMI
Adria Mallol-Ragolta, Svati Dhamija, Terrance E. Boult