| 2025 | ICASSP | A decade of DCASE: Achievements, practices, evaluations and future challenges. | Annamaria Mesaros, Romain Serizel, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley |
| 2024 | ICASSP | Positive and Negative Sampling Strategies for Self-Supervised Learning on Audio-Video Data. | Shanshan Wang, Soumya Tripathy, Toni Heittola, Annamaria Mesaros |
| 2021 | ICASSP | A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis. | Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen |
| 2019 | ICASSP | Sound Event Envelope Estimation in Polyphonic Mixtures. | Irene Martn-Morat, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Maximo Cobos, Francesc J. Ferri |
| 2017 | ICASSP | Active learning for sound event classification by clustering unlabeled data. | Shuyang Zhao, Toni Heittola, Tuomas Virtanen |
| 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 |
| 2015 | IJCNN | Polyphonic sound event detection using multi label deep neural networks. | Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen |
| 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 | Sound source separation in monaural music signals using excitation-filter model and em algorithm. | Anssi Klapuri, Tuomas Virtanen, Toni Heittola |
| 2009 | ICASSP | Interpolating hidden Markov model and its application to automatic instrument recognition. | Tuomas Virtanen, Toni Heittola |