Adria Mallol-Ragolta

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 38

Top Topics

Affect Recognition

Speech Emotion Recognition

Top Venues

Publications

Adria Mallol-Ragolta, Björn W. Schuller
Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue Manager. IEEE Access 12 (2024)
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
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. Frontiers Digit. Health 5 (2023)
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
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare. CoRR (2023)
Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller
COVID-19 Detection from Speech in Noisy Conditions. ICASSP (2023)
Adria Mallol-Ragolta, Nils Urbach, Shuo Liu, Anton Batliner, Björn W. Schuller
The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech. INTERSPEECH (2023)
Manuel Milling, Ilhan Aslan, Moritz Berghofer, Adria Mallol-Ragolta, Utkarsh Kunwar, Björn Wolfgang Schuller
Online Personalisation of Deep Mobile Activity Recognisers. iWOAR (2022)
Adria Mallol-Ragolta, Anastasia Semertzidou, Maria Pateraki, Björn W. Schuller
Outer Product-Based Fusion of Smartwatch Sensor Data for Human Activity Recognition. Frontiers Comput. Sci. 4 (2022)
Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition. CoRR (2022)
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
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. CoRR (2022)
Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu, Björn W. Schuller
Audio self-supervised learning: A survey. Patterns 3 (12) (2022)
Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller
COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory Sounds. BHI (2022)
Shuo Liu, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian, Emilia Parada-Cabaleiro, Bin Hu, Björn W. Schuller
Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu, Björn W. Schuller
Audio Self-supervised Learning: A Survey. CoRR (2022)
Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Christian Bergler, Maurice Gerczuk, Natalie Holz, Pauline Larrouy-Maestri, Sebastien P. Bayerl, Korbinian Riedhammer, Adria Mallol-Ragolta, Maria Pateraki, Harry Coppock, Ivan Kiskin, Marianne Sinka, Stephen J. Roberts
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. ACM Multimedia (2022)
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller
Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19. INTERSPEECH (2022)
Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller
Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect Recognition. CVPR Workshops (2022)
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
Face mask recognition from audio: The MASC database and an overview on the mask challenge. Pattern Recognit. 122 (2022)
Adria Mallol-Ragolta, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Anastasia Semertzidou, Björn W. Schuller
Triplet Loss-Based Models for COVID-19 Detection from Vocal Sounds. EMBC (2022)
Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller
COVID-19 Detection with a Novel Multi-Type Deep Fusion Method using Breathing and Coughing Information. EMBC (2021)
Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller
The Filtering Effect of Face Masks in their Detection from Speech. EMBC (2021)
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller
EIHW-MTG: Second DiCOVA Challenge System Report. CoRR (2021)
Adria Mallol-Ragolta, Anastasia Semertzidou, Maria Pateraki, Björn W. Schuller
harAGE: A Novel Multimodal Smartwatch-based Dataset for Human Activity Recognition. FG (2021)
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller
EIHW-MTG DiCOVA 2021 Challenge System Report. CoRR (2021)
Meishu Song, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Zhao Ren, Ziping Zhao, Björn W. Schuller
Frustration recognition from speech during game interaction using wide residual networks. Virtual Real. Intell. Hardw. 3 (1) (2021)
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller
Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information. Interspeech (2021)
Srividya Tirunellai Rajamani, Kumar T. Rajamani, Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller
A Novel Attention-Based Gated Recurrent Unit and its Efficacy in Speech Emotion Recognition. ICASSP (2021)
Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa
Latent-Based Adversarial Neural Networks for Facial Affect Estimations. FG (2020)
Adria Mallol-Ragolta, Shuo Liu, Nicholas Cummins, Björn W. Schuller
A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions. FG (2020)
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 2020 - The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop. CoRR (2020)
Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa
Adversarial-based neural networks for affect estimations in the wild. CoRR (2020)
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 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 (2020)
Adria Mallol-Ragolta, Nicholas Cummins, Björn W. Schuller
An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition. INTERSPEECH (2020)
Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins, Björn W. Schuller
A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews. INTERSPEECH (2019)
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
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. CoRR (2019)
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
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. AVEC@MM (2019)
Shahin Amiriparian, Jing Han, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Manuel Milling, Maurice Gerczuk, Björn W. Schuller
Synchronization in Interpersonal Speech. Frontiers Robotics AI 6 (2019)
Adria Mallol-Ragolta, Maximilian Schmitt, Alice Baird, Nicholas Cummins, Björn W. Schuller
Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition. FG (2019)
Adria Mallol-Ragolta, Svati Dhamija, Terrance E. Boult
A Multimodal Approach for Predicting Changes in PTSD Symptom Severity. ICMI (2018)