Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Science (Technology), Information Technology
Award Date: 13 Nov 2006
Master of Science (Technology), Information Technology
Award Date: 14 Mar 2001
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Dive into the research topics where Tuomas Virtanen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
1 Citation (Scopus) -
AVCaps: An Audio-Visual Dataset With Modality-Specific Captions
Sudarsanam, P., Martin-Morato, I., Hakala, A. & Virtanen, T., 2025, In: IEEE Open Journal of Signal Processing. 6, p. 691-704Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile30 Downloads (Pure) -
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 - 343Research output: Contribution to journal › Review Article › peer-review
Open AccessFile1 Citation (Scopus)2 Downloads (Pure) -
Gen-A: Generalizing Ambisonics Neural Encoding to Unseen Microphone Arrays
Heikkinen, M., Politis, A., Drossos, K. & Virtanen, T., 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 AccessFile1 Citation (Scopus)1 Downloads (Pure) -
Impact of Microphone Array Mismatches to Learning-Based Replay Speech Detection
Neri, M. & Virtanen, T., 17 Nov 2025, 2025 33rd European Signal Processing Conference (EUSIPCO).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access
Datasets
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TAU-NIGENS Spatial Sound Events 2020
Politis, A. (Creator), Adavanne, S. (Creator) & Virtanen, T. (Creator), Zenodo, 31 May 2020
Dataset
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Clotho dataset
Drosos, K. (Creator), Lipping, S. (Creator) & Virtanen, T. (Creator), Zenodo, 26 May 2021
Dataset
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TAU Spatial Audio Events 2019
Adavanne, S. (Creator), Politis, A. (Creator) & Virtanen, T. (Creator), Zenodo, 28 Feb 2019
Dataset
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TAU Urban Acoustic Scenes 2020 3Class, Development dataset
Heittola, T. (Creator), Mesaros, A. (Creator) & Virtanen, T. (Creator), Zenodo, 17 Feb 2020
Dataset
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TAU Urban Acoustic Scenes 2020 Mobile, Development dataset
Heittola, T. (Creator), Mesaros, A. (Creator) & Virtanen, T. (Creator), Zenodo, 17 Feb 2020
Dataset
Prizes
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Awards: CHiME 2013 Best Paper Prize
Virtanen, T. (Recipient), 2013
Prize: Award or honor granted for a specific work
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Awards: IEEE Signal Processing Society 2012 Best Paper Award
Virtanen, T. (Recipient), 2013
Prize: Award or honor granted for a specific work
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IEEE Signal Processing Society Paper Award
Cakir, E. (Recipient), Parascandolo, G. (Recipient), Heittola, T. (Recipient), Huttunen, H. (Recipient) & Virtanen, T. (Recipient), 2024
Prize: Award or honor granted for a specific work
Activities
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Multimodal captions beyond metrics: A linguistic and machine learning analysis of the AVCaps dataset
Ariyakulam Sudarsanam, P. (Speaker), Martin Morato, I. (Speaker), Tuuri, E. (Speaker), Surakka, M. (Speaker), Hirvonen, M. (Speaker) & Virtanen, T. (Speaker)
2 Oct 2025Activity: Talk or presentation › Conference presentation
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IEEE Open Journal of Signal Processing (Journal)
Virtanen, T. (Reviewer)
2023Activity: Publication peer-review and editorial work › Reviewer of Scientific Journal
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Socially-Aware Machine Perception
Virtanen, T. (Examiner), Hirvonen, M. (Examiner) & Räsänen, O. (Examiner)
2023 → …Activity: Evaluation, examination and supervision › Supervisor of doctoral candidate
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Workshop on Detection and Classification of Acoustic Scenes and Events
Drosos, K. (Chair), Lipping, S. (Member) & Virtanen, T. (Member)
2020Activity: Participating in or organising an event › Organization of a workshop, panel, session or tutorial
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IEEE International Conference on Acoustics, Speech, and Signal Processing
Heittola, T. (Organiser), Mesaros, A. (Organiser) & Virtanen, T. (Organiser)
13 May 2019Activity: Participating in or organising an event › Organization of a workshop, panel, session or tutorial
Press/Media
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YLE News Pirkanmaa - Research conducted in Audio Research Group of Tampere University
Politis, A., Virtanen, T., Adavanne, S. & Fagerlund, E.
25/03/19
1 item of Media coverage
Press/Media: Press / Media