| 2025 | ICASSP | A decade of DCASE: Achievements, practices, evaluations and future challenges. | Annamaria Mesaros, Romain Serizel, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley |
| 2025 | ICASSP | Domain-Incremental Learning for Audio Classification. | Manjunath Mulimani, Annamaria Mesaros |
| 2025 | ICASSP | Class-Incremental Learning for Sound Event Localization and Detection. | Ruchi Pandey, Manjunath Mulimani, Archontis Politis, Annamaria Mesaros |
| 2024 | ICASSP | Class-Incremental Learning for Multi-Label Audio Classification. | Manjunath Mulimani, Annamaria Mesaros |
| 2024 | ICASSP | Positive and Negative Sampling Strategies for Self-Supervised Learning on Audio-Video Data. | Shanshan Wang, Soumya Tripathy, Toni Heittola, Annamaria Mesaros |
| 2023 | ICASSP | Training Sound Event Detection with Soft Labels from Crowdsourced Annotations. | Irene Martn-Morat, Manu Harju, Paul Ahokas, Annamaria Mesaros |
| 2023 | ICASSP | Self-Supervised Learning of Audio Representations using Angular Contrastive Loss. | Shanshan Wang, Soumya Tripathy, Annamaria Mesaros |
| 2021 | ICASSP | A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis. | Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen |
| 2021 | ICMI | Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence. | Bjrn W. Schuller, Tuomas Virtanen, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros, Konstantinos Drossos |
| 2019 | ICASSP | Sound Event Envelope Estimation in Polyphonic Mixtures. | Irene Martn-Morat, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Maximo Cobos, Francesc J. Ferri |
| 2015 | ICASSP | Sound event detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations. | Annamaria Mesaros, Toni Heittola, Onur Dikmen, Tuomas Virtanen |
| 2014 | ICASSP | Unsupervised feature extraction for multimedia event detection and ranking using audio content. | Ehsan Amid, Annamaria Mesaros, Kalle J. Palomki, Jorma Laaksonen, Mikko Kurimo |
| 2013 | ICASSP | Supervised model training for overlapping sound events based on unsupervised source separation. | Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj |
| 2013 | ICASSP | Analysis of acoustic-semantic relationship for diversely annotated real-world audio data. | Annamaria Mesaros, Toni Heittola, Kalle J. Palomki |
| 2010 | ICASSP | Recognition of phonemes and words in singing. | Annamaria Mesaros, Tuomas Virtanen |
| 2008 | Interspeech | Combining pitch-based inference and non-negative spectrogram factorization in separating vocals from polyphonic music. | Tuomas Virtanen, Annamaria Mesaros, Matti Ryynnen |