People

Group leader

Annamaria Mesaros

Academy Research Fellow
Faculty of Information Technology and Communication Sciences
Tampere University
+358504799943
annamaria.mesaros@tuni.fi

https://orcid.org/0000-0002-6640-9752

More information

About me

My research area is Machine Listening, with focus on Detection and Classification of Acoustic Scenes and Events. My work includes different environmental sound detection and classification tasks, data collection and annotation procedures, evaluation methodology and metrics. I have been actively involved into promoting DCASE Challenge and Workshop , both through coordination work and publication of open data and research.

Responsibilities

I am the leader of the Machine Listening Group. On the group webpage you can find detailed informaiton about the group members, research topics, and the list of publications with links to (green) open access for all of them.

Latest publications

Binaural Sound Source Distance Estimation and Localization for a Moving Listener

Krause, D. A., Garcia-Barrios, G., Politis, A. & Mesaros, A., 2024, julkaisussa: IEEE/ACM Transactions on Audio Speech and Language Processing. 32, s. 996 - 1011 16 Sivumäärä

Tutkimustuotos: Artikkeli › Scientific › vertaisarvioitu

Aggregate or Separate: Learning From Multi-Annotator Noisy Labels for Best Classification Performance

Martín-Morató, I., Ahokas, P. & Mesaros, A., 2023, Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023). Fuentes, M., Heittola, T., Imoto, K., Mesaros, A., Politis, A., Serizel, R. & Virtanen, T. (toim.). s. 106-110

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

Evaluating Classification Systems Against Soft Labels with Fuzzy Precision and Recall

Harju, M. & Mesaros, A., 2023, Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023). Fuentes, M., Heittola, T., Imoto, K., Mesaros, A., Politis, A., Serizel, R. & Virtanen, T. (toim.). s. 46-50

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

Incremental Learning of Acoustic Scenes and Sound Events

Mulimani, M. & Mesaros, A., 2023, Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023). Fuentes, M., Heittola, T., Imoto, K., Mesaros, A., Politis, A., Serizel, R. & Virtanen, T. (toim.). s. 131-135

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023)

Fuentes, M. (toim.), Heittola, T. (toim.), Imoto, K. (toim.), Mesaros, A. (toim.), Politis, A. (toim.), Serizel, R. (toim.) & Virtanen, T. (toim.), 2023, 235 Sivumäärä

Tutkimustuotos: Kokoomateos › Scientific › vertaisarvioitu

Self-Supervised Learning of Audio Representations using Angular Contrastive Loss

Wang, S., Tripathy, S. & Mesaros, A., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. IEEE, (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vuosikerta 2023-June).

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

Sound Event Classification with Object-Based Labels

Afolaranmi, J., Martín-Morató, I. & Mesaros, A., 2023, Proceedings of the 8th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2023). Fuentes, M., Heittola, T., Imoto, K., Mesaros, A., Politis, A., Serizel, R. & Virtanen, T. (toim.). s. 1-5

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

Strong labeling of sound events using crowdsourced weak labels and annotator competence estimation

Martin-Morato, I. & Mesaros, A., 2023, julkaisussa: IEEE/ACM Transactions on Audio Speech and Language Processing. 31, s. 902-914 13 Sivumäärä

Tutkimustuotos: Artikkeli › Scientific › vertaisarvioitu

Training Sound Event Detection with Soft Labels from Crowdsourced Annotations

Martin Morato, I., Harju, M., Ahokas, P. & Mesaros, A., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

A summarization approach to evaluating audio captioning

Martin Morato, I., Harju, M. & Mesaros, A., 3 marrask. 2022, Proceedings of the 7th Workshop on Detection and Classication of Acoustic Scenes and Events (DCASE 2022). Lagrange, M., Mesaros, A., Pellegrini, T., Richard, G., Serizel, R. & Stowell, D. (toim.). s. 116-120

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

Group members

Irene Martin Morato

Postdoctoral Research Fellow
Faculty of Information Technology and Communication Sciences
Tampere University
+358505299367
irene.martinmorato@tuni.fi

https://orcid.org/0000-0002-2115-0193

Manjunath Mulimani

Postdoctoral Research Fellow
Faculty of Information Technology and Communication Sciences
Tampere University
manjunath.mulimani@tuni.fi

https://orcid.org/0000-0001-9927-1123

Shanshan Wang

Doctoral Researcher
Faculty of Information Technology and Communication Sciences
Tampere University
shanshan.wang@tuni.fi

More information

Daniel Krause

Doctoral Researcher
Faculty of Information Technology and Communication Sciences
Tampere University
daniel.krause@tuni.fi