Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master of Science (Technology), Information Technology
Award Date: 14 Jan 2004
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Dive into the research topics where Toni Heittola 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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Data-efficient low-complexity acoustic scene classification in the dcase 2024 challenge
Schmid, F., Primus, P., Heittola, T., Mesaros, A., Martin Morato, I., Koutini, K. & Widmer, G., Oct 2024, Proceedings of the 9th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2024). Tokyo, Japan: DCASE, p. 136-140Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile121 Downloads (Pure) -
Multi-Label Zero-Shot Audio Classification with Temporal Attention
Dogan, D., Xie, H., Heittola, T. & Virtanen, T., 2024, 2024 18th International Workshop on Acoustic Signal Enhancement, IWAENC 2024 - Proceedings. IEEE, p. 250-254 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile6 Downloads (Pure) -
Positive and Negative Sampling Strategies for Self-Supervised Learning on Audio-Video Data
Wang, S., Tripathy, S., Heittola, T. & Mesaros, A., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 - Proceedings. IEEE, p. 545-549 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Sound event detection with soft labels: a new perspective on evaluation
Harju, M., Martín-Morató, I., Heittola, T. & Mesaros, A., 2024, 2024 32nd European Signal Processing Conference (EUSIPCO). IEEE, p. 66-70 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile6 Downloads (Pure) -
UNS Exterior Spatial Sound Events dataset for urban monitoring
Suzić, S., Martín-Morató, I., Simić, N., Raghavaraju, C., Heittola, T., Stanojev, V. & Bajovic, D., 2024, 2024 32nd European Signal Processing Conference (EUSIPCO). IEEE, p. 176-180 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile25 Downloads (Pure)
Datasets
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TUT Acoustic scenes 2016, Evaluation dataset
Mesaros, A. (Creator), Heittola, T. (Creator) & Virtanen, T. (Creator), Zenodo, Nov 2016
Dataset
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TAU Urban Acoustic Scenes 2023 Mobile, Evaluation dataset
Heittola, T. (Creator), Mesaros, A. (Contributor) & Virtanen, T. (Contributor), Zenodo, 27 Apr 2023
Dataset
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TUT Urban Acoustic Scenes 2018, Development dataset
Heittola, T. (Creator), Mesaros, A. (Creator) & Virtanen, T. (Creator), Zenodo, 24 Apr 2018
Dataset
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TAU Urban Acoustic Scenes 2019 Mobile, Evaluation dataset
Heittola, T. (Creator), Mesaros, A. (Creator) & Virtanen, T. (Creator), Zenodo, 10 Jun 2019
Dataset
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TAU Urban Acoustic Scenes 2019 Openset, Evaluation dataset
Heittola, T. (Creator), Mesaros, A. (Creator) & Virtanen, T. (Creator), Zenodo, 20 May 2019
DOI: 10.5281/zenodo.3064132, https://zenodo.org/record/3064132
Dataset
Prizes
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Best paper award
Heittola, T. (Recipient), 26 Oct 2009
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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Workshop on Detection and Classification of Acoustic Scenes and Events
Heittola, T. (Chair)
22 Sept 2023Activity: Participating in or organising an event › Chair of workshop, panel, session or tutorial
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IEEE International Conference on Acoustics, Speech, and Signal Processing
Heittola, T. (Chair)
7 Jun 2023Activity: Participating in or organising an event › Chair of workshop, panel, session or tutorial
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Audio data for AI applications
Heittola, T. (Speaker)
25 May 2023Activity: Talk or presentation › Invited lecture
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DL methods for audio AI
Heittola, T. (Speaker)
25 May 2023Activity: Talk or presentation › Invited lecture
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Workshop on Detection and Classification of Acoustic Scenes and Events (Event)
Heittola, T. (Reviewer)
2023Activity: Publication peer-review and editorial work › Reviewer of Conference Article