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Annamaria Mesaros

 https://orcid.org/0000-0002-6640-9752
20032026

Research activity per year

Personal profile

Education/Academic qualification

Doctor of Science (Technology), Information Technology

Award Date: 5 Sept 2012

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  • Self-labeling sounds using optimal transport

    Harju, M., Font, F. & Mesaros, A., 2026, In: IEEE Open Journal of Signal Processing. 7

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    4 Downloads (Pure)

  • A Closer Look at Class-Incremental Learning for Multi-Label Audio Classification

    Mulimani, M. & Mesaros, A., 3 Mar 2025, In: IEEE Transactions on Audio, Speech and Language Processing. 33, p. 1293-1306

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    6 Downloads (Pure)

  • A decade of DCASE: Achievements, practices, evaluations and future challenges

    Mesaros, A., Serizel, R., Heittola, T., Virtanen, T. & Plumbley, M. D., 2025, ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, p. 1-5 (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    9 Citations (Scopus)
    1 Downloads (Pure)

  • Class-Incremental Learning for Sound Event Localization and Detection

    Pandey, R., Mulimani, M., Politis, A. & Mesaros, A., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW). IEEE, p. 1-5 (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Computer Audition: From Task-Specific Machine Learning to Foundation Models

    Triantafyllopoulos, A., Tsangko, I., Gebhard, A., Mesaros, A., Virtanen, T. & Schuller, B. W., Aug 2025, In: Proceedings of the IEEE. 113, 4, p. 317 - 343

    Research output: Contribution to journal › Review Article › peer-review

    Open Access
    File
    1 Citation (Scopus)
    2 Downloads (Pure)
View all 90 research outputs
View all 42 datasets and software
  • 1 Organization of a workshop, panel, session or tutorial
  • 1 Conference presentation