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Adria Mallol-Ragolta
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2020 – today
- 2024
- [j8]Adria Mallol-Ragolta
, Björn W. Schuller
Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue Manager. IEEE Access 12: 20654-20662 (2024) - [c22]Adria Mallol-Ragolta, Anika A. Spiesberger, Andreas Triantafyllopoulos, Björn W. Schuller:
Personalised Anomaly Detectors and Prototypical Representations for Relapse Detection from Wearable-Based Digital Phenotyping. ICASSP Workshops 2024: 103-104 - [i10]Björn W. Schuller, Adria Mallol-Ragolta, Alejandro Peña Almansa, Iosif Tsangko, Mostafa M. Amin, Anastasia Semertzidou, Lukas Christ, Shahin Amiriparian:
Affective Computing Has Changed: The Foundation Model Disruption. CoRR abs/2409.08907 (2024) - 2023
- [j7]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
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. Frontiers Digit. Health 5 (2023) - [c21]Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller:
COVID-19 Detection from Speech in Noisy Conditions. ICASSP 2023: 1-5 - [c20]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: 2358-2362 - [i9]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
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare. CoRR abs/2301.10477 (2023) - 2022
- [j6]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: 796866 (2022) - [j5]Shuo Liu
Audio self-supervised learning: A survey. Patterns 3(12): 100616 (2022) - [j4]Mostafa M. Mohamed
Face mask recognition from audio: The MASC database and an overview on the mask challenge. Pattern Recognit. 122: 108361 (2022) - [j3]Shuo Liu
Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection. IEEE J. Biomed. Health Informatics 26(8): 4291-4302 (2022) - [c19]Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller:
COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory Sounds. BHI 2022: 1-4 - [c18]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: 2381-2390 - [c17]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: 998-1001 - [c16]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: 2163-2167 - [c15]Manuel Milling
Online Personalisation of Deep Mobile Activity Recognisers. iWOAR 2022: 11:1-11:7 - [c14]Björn W. Schuller, Anton Batliner, Shahin Amiriparian
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. ACM Multimedia 2022: 7120-7124 - [i8]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 abs/2203.01205 (2022) - [i7]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 abs/2203.13285 (2022) - [i6]Björn W. Schuller, Anton Batliner, Shahin Amiriparian
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes. CoRR abs/2205.06799 (2022) - 2021
- [j2]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): 76-86 (2021) - [c13]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: 1840-1843 - [c12]Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller:
The Filtering Effect of Face Masks in their Detection from Speech. EMBC 2021: 2079-2082 - [c11]Adria Mallol-Ragolta, Anastasia Semertzidou, Maria Pateraki
harAGE: A Novel Multimodal Smartwatch-based Dataset for Human Activity Recognition. FG 2021: 1-7 - [c10]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: 6294-6298 - [c9]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: 941-945 - [i5]Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller:
EIHW-MTG DiCOVA 2021 Challenge System Report. CoRR abs/2110.06543 (2021) - [i4]Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller:
EIHW-MTG: Second DiCOVA Challenge System Report. CoRR abs/2110.09239 (2021) - 2020
- [c8]Decky Aspandi
Latent-Based Adversarial Neural Networks for Facial Affect Estimations. FG 2020: 606-610 - [c7]Adria Mallol-Ragolta, Shuo Liu, Nicholas Cummins
A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions. FG 2020: 829-833 - [c6]Adria Mallol-Ragolta, Nicholas Cummins
An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition. INTERSPEECH 2020: 511-515 - [c5]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: 35-44 - [i3]Decky Aspandi, Adria Mallol-Ragolta, Björn W. Schuller, Xavier Binefa:
Adversarial-based neural networks for affect estimations in the wild. CoRR abs/2002.00883 (2020) - [i2]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 abs/2004.14858 (2020)
2010 – 2019
- 2019
- [j1]Shahin Amiriparian
Synchronization in Interpersonal Speech. Frontiers Robotics AI 6: 116 (2019) - [c4]Adria Mallol-Ragolta, Maximilian Schmitt, Alice Baird, Nicholas Cummins
Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition. FG 2019: 1-5 - [c3]Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins
A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews. INTERSPEECH 2019: 221-225 - [c2]Fabien Ringeval, Björn W. Schuller
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. AVEC@MM 2019: 3-12 - [i1]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 abs/1907.11510 (2019) - 2018
- [c1]Adria Mallol-Ragolta, Svati Dhamija, Terrance E. Boult:
A Multimodal Approach for Predicting Changes in PTSD Symptom Severity. ICMI 2018: 324-333
Coauthor Index
aka: Björn Wolfgang Schuller
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