About me
My research area is computational audio content analysis with a focus on Machine Listening. This includes different environmental sound detection and classification tasks, audio captioning, continual learning for audio, audio data collection and annotation procedures, evaluation methodology for related task, and metrics.
I am actively involved in the DCASE Challenge as a task organizer and general challenge coordinator. I am also the vice-chair of the DCASE Community and a regular contributor to the DCASE workshop as an author and reviewer.
I am a member of ELLIS Society, Climate AI Nordics, IEEE AASP Technical committee, and EURASIP ASMSP TAC.
Responsibilities
I am the leader of the Machine Listening Group. On the group webpage you can find detailed information about the current group members, active research topics, and the complete list of our publications with links to (green) open access for all of them.
During academic year 2024-2025 I am teaching the Advanced Audio Processing course.
Research topics
Sound event detection
Acoustic scene and sound event classification
Audio-visual feature learning
Audio captioning
Continual learning for audio
Research fields
Computational audio content analysis, Audio signal processing, Machine listening, Machine learning for audio
Latest publications
Mulimani, M. &
Mesaros, A.,
2024,
Proceedings of the Detection and Classification of Acoustic Scenes and Events 2024 Workshop (DCASE2024). DCASE,
s. 81-85 4 SivumääräTutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Martin Morato, I.,
Harju, M. &
Mesaros, A.,
2024,
Proceedings of the Detection and Classification of Acoustic Scenes and Events 2024 Workshop (DCASE2024). DCASE,
s. 76-80 Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Mulimani, M. &
Mesaros, A.,
2024,
2024 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. IEEE,
s. 916-920 5 Sivumäärä (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).
Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Haapaniemi, R.,
Mesaros, A.,
Harju, M.,
Martin Morato, I. &
Hirvonen, M.,
2024,
julkaisussa: Stridon. 4,
1,
s. 25-51Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Schmid, F., Primus, P.,
Heittola, T.,
Mesaros, A.,
Martin Morato, I., Koutini, K. & Widmer, G.,
lokak. 2024,
Proceedings of the 9th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2024). Tokyo, Japan:
DCASE,
s. 136-140 Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Cornell, S., Ebbers, J., Douwes, C.,
Martin Morato, I.,
Harju, M.,
Mesaros, A. & Serizel, R.,
2024,
Proceedings of the Detection and Classification of Acoustic Scenes and Events 2024 Workshop (DCASE2024). DCASE,
s. 31-35 Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Harju, M.,
Martin Morato, I. &
Mesaros, A.,
lokak. 2024,
Proceedings of the Detection and Classification of Acoustic Scenes and Events 2024 Workshop (DCASE2024). Tokyo, Japan:
DCASE,
s. 56-60 Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Martin Morato, I., Afolaranmi, J. &
Mesaros, A.,
2024,
Proceedings of the Detection and Classification of Acoustic Scenes and Events 2024 Workshop (DCASE2024). DCASE,
s. 71-75 Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Mulimani, M. &
Mesaros, A.,
2024,
2024 32nd European Signal Processing Conference (EUSIPCO). IEEE,
s. 96-100 5 Sivumäärä (European Signal Processing Conference).
Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu