Adria Mallol-Ragolta

According to our database, Adria Mallol-Ragolta authored at least 33 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue Manager.

Adria Mallol-Ragolta, Björn W. Schuller

IEEE Access, 2024

2023

HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.

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

Frontiers Digit. Health, May, 2023

COVID-19 Detection from Speech in Noisy Conditions.

Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection.

Shuo Liu, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian, Emilia Parada-Cabaleiro, Bin Hu, Björn W. Schuller

IEEE J. Biomed. Health Informatics, 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

Audio self-supervised learning: A survey.

Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu, Björn W. Schuller

Patterns, 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

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

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, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Online Personalisation of Deep Mobile Activity Recognisers.

Manuel Milling, Ilhan Aslan, Moritz Berghofer, Adria Mallol-Ragolta, Utkarsh Kunwar, Björn Wolfgang Schuller

Proceedings of the 7th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, 2022

Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19.

Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller

Proceedings of the Interspeech 2022, 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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory Sounds.

Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Frustration recognition from speech during game interaction using wide residual networks.

Meishu Song, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Zhao Ren, Ziping Zhao, Björn W. Schuller

Virtual Real. Intell. Hardw., 2021

EIHW-MTG: Second DiCOVA Challenge System Report.

Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller

CoRR, 2021

EIHW-MTG DiCOVA 2021 Challenge System Report.

Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller

CoRR, 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

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 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, Björn W. Schuller

Proceedings of the IEEE International Conference on Acoustics, 2021

harAGE: A Novel Multimodal Smartwatch-based Dataset for Human Activity Recognition.

Adria Mallol-Ragolta, Anastasia Semertzidou, Maria Pateraki, Björn W. Schuller

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

The Filtering Effect of Face Masks in their Detection from Speech.

Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

COVID-19 Detection with a Novel Multi-Type Deep Fusion Method using Breathing and Coughing Information.

Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

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

Adversarial-based neural networks for affect estimations in the wild.

Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa

CoRR, 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

Proceedings of the MuSe'20: Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020

An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition.

Adria Mallol-Ragolta, Nicholas Cummins, Björn W. Schuller

Proceedings of the Interspeech 2020, 2020

A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions.

Adria Mallol-Ragolta, Shuo Liu, Nicholas Cummins, Björn W. Schuller

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Latent-Based Adversarial Neural Networks for Facial Affect Estimations.

Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019

Synchronization in Interpersonal Speech.

Shahin Amiriparian, Jing Han, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Manuel Milling, Maurice Gerczuk, Björn W. Schuller

Frontiers Robotics AI, 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, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic

Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews.

Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins, Björn W. Schuller

Proceedings of the Interspeech 2019, 2019

Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition.

Adria Mallol-Ragolta, Maximilian Schmitt, Alice Baird, Nicholas Cummins, Björn W. Schuller

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

A Multimodal Approach for Predicting Changes in PTSD Symptom Severity.

Adria Mallol-Ragolta, Svati Dhamija, Terrance E. Boult

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018