| 2025 | AIME | Early Detection of ALS in Absence of Speech Impairments with Computer Audition. | Adria Mallol-Ragolta, Monica Gonzlez Machorro, Ricarda von Heynitz, Katia Scherzer, Isabell Cordts, Bjrn W. Schuller |
| 2025 | ASRU | ProtoCLAP - Prototypical Contrastive Language-Audio Pretraining. | Adria Mallol-Ragolta, Bjrn W. Schuller |
| 2024 | ICASSP | Personalised Anomaly Detectors and Prototypical Representations for Relapse Detection from Wearable-Based Digital Phenotyping. | Adria Mallol-Ragolta, Anika A. Spiesberger, Andreas Triantafyllopoulos, Bjrn W. Schuller |
| 2023 | ICASSP | COVID-19 Detection from Speech in Noisy Conditions. | Shuo Liu, Adria Mallol-Ragolta, Bjrn W. Schuller |
| 2023 | Interspeech | The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech. | Adria Mallol-Ragolta, Nils Urbach, Shuo Liu, Anton Batliner, Bjrn W. Schuller |
| 2022 | CVPR | 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, Bjrn W. Schuller |
| 2022 | Interspeech | Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19. | Adria Mallol-Ragolta, Helena Cuesta, Emilia Gmez, Bjrn W. Schuller |
| 2021 | ICASSP | 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, Bjrn W. Schuller |
| 2021 | Interspeech | Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information. | Adria Mallol-Ragolta, Helena Cuesta, Emilia Gmez, Bjrn W. Schuller |
| 2020 | Interspeech | An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition. | Adria Mallol-Ragolta, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | Interspeech | A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews. | Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins, Bjrn W. Schuller |
| 2018 | ICMI | A Multimodal Approach for Predicting Changes in PTSD Symptom Severity. | Adria Mallol-Ragolta, Svati Dhamija, Terrance E. Boult |