This page provides access to a curated collection of open datasets created and maintained by Toni Heittola at Tampere University.
Introduction
These datasets are designed to support research and development in DCASE-related domains, including machine learning, acoustic scene analysis, and environmental audio signal processing. The goal is to promote transparency, reproducibility, and innovation in scientific research by making these resources freely available to everyone.
Researchers, students, and developers are welcome to use these datasets for their non-commercial projects. Just be sure to check the license that comes with each dataset for any specific guidelines! Each dataset is accompanied by comprehensive documentation to facilitate efficient onboarding and effective use.
For a broader overview of publicly available datasets in the DCASE community, visit the DCASE Datalist (also maintained by me), a curated index featuring metadata, licensing information, and direct access links.
Datasets
2024
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2024 Mobile, Evaluation dataset. May 2024. URL: https://doi.org/10.5281/zenodo.11366913, doi:10.5281/zenodo.11366913.
TAU Urban Acoustic Scenes 2024 Mobile, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.11366913
2023
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2023 Mobile, Evaluation dataset. May 2023. URL: https://doi.org/10.5281/zenodo.7870258, doi:10.5281/zenodo.7870258.
TAU Urban Acoustic Scenes 2023 Mobile, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.7870258
2022
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2022 Mobile, Evaluation dataset. June 2022. URL: https://doi.org/10.5281/zenodo.6591203, doi:10.5281/zenodo.6591203.
TAU Urban Acoustic Scenes 2022 Mobile, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.6591203
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2022 Mobile, Development dataset. March 2022. URL: https://doi.org/10.5281/zenodo.6337421, doi:10.5281/zenodo.6337421.
TAU Urban Acoustic Scenes 2022 Mobile, Development dataset
DOI: https://doi.org/10.5281/zenodo.6337421
Duration: 64h
2021
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TAU Urban Audio-Visual Scenes 2021, Evaluation dataset. June 2021. URL: https://doi.org/10.5281/zenodo.4767103, doi:10.5281/zenodo.4767103.
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TAU Urban Audio-Visual Scenes 2021, Development dataset. February 2021. URL: https://doi.org/10.5281/zenodo.4477542, doi:10.5281/zenodo.4477542.
TAU Urban Audio-Visual Scenes 2021, Development dataset
DOI: https://doi.org/10.5281/zenodo.4477542
Duration: 34h
2020
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2020 Mobile, Development dataset. February 2020. URL: https://doi.org/10.5281/zenodo.3819968, doi:10.5281/zenodo.3819968.
TAU Urban Acoustic Scenes 2020 Mobile, Development dataset
DOI: https://doi.org/10.5281/zenodo.3819968
Duration: 64h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2020 Mobile, Evaluation dataset. February 2020. URL: https://doi.org/10.5281/zenodo.3685828, doi:10.5281/zenodo.3685828.
TAU Urban Acoustic Scenes 2020 Mobile, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.3685828
Duration: 33h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2020 3Class, Development dataset. February 2020. URL: https://doi.org/10.5281/zenodo.3670185, doi:10.5281/zenodo.3670185.
TAU Urban Acoustic Scenes 2020 3Class, Development dataset
DOI: https://doi.org/10.5281/zenodo.3670185
Duration: 40h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2020 3Class, Evaluation dataset. February 2020. URL: https://doi.org/10.5281/zenodo.3685835, doi:10.5281/zenodo.3685835.
TAU Urban Acoustic Scenes 2020 3Class, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.3685835
Duration: 24h
2019
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2019 Openset, Evaluation dataset. May 2019. URL: https://doi.org/10.5281/zenodo.3064132, doi:10.5281/zenodo.3064132.
TAU Urban Acoustic Scenes 2019 Openset, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.3064132
Duration: 20h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2019 Mobile, Evaluation dataset. June 2019. URL: https://doi.org/10.5281/zenodo.3063980, doi:10.5281/zenodo.3063980.
TAU Urban Acoustic Scenes 2019 Mobile, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.3063980
Duration: 30h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2019, Evaluation dataset. June 2019. URL: https://doi.org/10.5281/zenodo.3063822, doi:10.5281/zenodo.3063822.
TAU Urban Acoustic Scenes 2019, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.3063822
Duration: 20h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2019 Openset, Leaderboard dataset. May 2019. URL: https://doi.org/10.5281/zenodo.2673006, doi:10.5281/zenodo.2673006.
TAU Urban Acoustic Scenes 2019 Openset, Leaderboard dataset
DOI: https://doi.org/10.5281/zenodo.2673006
Duration: 3:20h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2019 Mobile, Leaderboard dataset. May 2019. URL: https://doi.org/10.5281/zenodo.2673004, doi:10.5281/zenodo.2673004.
TAU Urban Acoustic Scenes 2019 Mobile, Leaderboard dataset
DOI: https://doi.org/10.5281/zenodo.2673004
Duration: 3:20h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2019, Leaderboard dataset. May 2019. URL: https://doi.org/10.5281/zenodo.2672993, doi:10.5281/zenodo.2672993.
TAU Urban Acoustic Scenes 2019, Leaderboard dataset
DOI: https://doi.org/10.5281/zenodo.2672993
Duration: 3:20h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2019 Openset, Development dataset. March 2019. URL: https://doi.org/10.5281/zenodo.2591503, doi:10.5281/zenodo.2591503.
TAU Urban Acoustic Scenes 2019 Openset, Development dataset
DOI: https://doi.org/10.5281/zenodo.2591503
Duration: 44h
Annamaria Mesaros, Aleksandr Diment, Toni Heittola, Benjamin Elizalde, Emmanuel Vincent, Bhiksha Raj, and Tuomas Virtanen. DCASE2017 Challenge Submissions Package. March 2019. URL: https://doi.org/10.5281/zenodo.2598364, doi:10.5281/zenodo.2598364.
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TAU Urban Acoustic Scenes 2019 Mobile, Development dataset. March 2019. URL: https://doi.org/10.5281/zenodo.2589332, doi:10.5281/zenodo.2589332.
TAU Urban Acoustic Scenes 2019 Mobile, Development dataset
DOI: https://doi.org/10.5281/zenodo.2589332
Duration: 46h
2018
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TUT Urban Acoustic Scenes 2018 Mobile, Leaderboard dataset. May 2018. URL: https://doi.org/10.5281/zenodo.1245184, doi:10.5281/zenodo.1245184.
TUT Urban Acoustic Scenes 2018 Mobile, Leaderboard dataset
DOI: https://doi.org/10.5281/zenodo.1245184
Duration: 6:40h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TUT Urban Acoustic Scenes 2018, Leaderboard dataset. May 2018. URL: https://doi.org/10.5281/zenodo.1245181, doi:10.5281/zenodo.1245181.
TUT Urban Acoustic Scenes 2018, Leaderboard dataset
DOI: https://doi.org/10.5281/zenodo.1245181
Duration: 3:20h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TUT Acoustic Scenes 2017 Features. July 2018. URL: https://doi.org/10.5281/zenodo.1324390, doi:10.5281/zenodo.1324390.
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TUT Urban Acoustic Scenes 2018 Mobile, Evaluation dataset. June 2018. URL: https://doi.org/10.5281/zenodo.1293901, doi:10.5281/zenodo.1293901.
TUT Urban Acoustic Scenes 2018 Mobile, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.1293901
Duration: 42h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TUT Urban Acoustic Scenes 2018, Evaluation dataset. June 2018. URL: https://doi.org/10.5281/zenodo.1293883, doi:10.5281/zenodo.1293883.
TUT Urban Acoustic Scenes 2018, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.1293883
Duration: 10h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TUT Urban Acoustic Scenes 2018, Development dataset. April 2018. URL: https://doi.org/10.5281/zenodo.1228142, doi:10.5281/zenodo.1228142.
TUT Urban Acoustic Scenes 2018, Development dataset
DOI: https://doi.org/10.5281/zenodo.1228142
Duration: 24h
Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. TUT Urban Acoustic Scenes 2018 Mobile, Development dataset. April 2018. URL: https://doi.org/10.5281/zenodo.1228235, doi:10.5281/zenodo.1228235.
TUT Urban Acoustic Scenes 2018 Mobile, Development dataset
DOI: https://doi.org/10.5281/zenodo.1228235
Duration: 28h
2017
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Emmanouil Benetos, Mathieu Lagrange, Grégoire Lafay, Peter Foster, and Mark D. Plumbley. DCASE2016 Challenge Submissions Package. September 2017. URL: https://doi.org/10.5281/zenodo.926660, doi:10.5281/zenodo.926660.
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TUT Acoustic scenes 2017, Development dataset. March 2017. URL: https://doi.org/10.5281/zenodo.400515, doi:10.5281/zenodo.400515.
TUT Acoustic scenes 2017, Development dataset
DOI: https://doi.org/10.5281/zenodo.400515
Duration: 8:40h
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TUT Sound events 2016, Evaluation dataset. September 2017. URL: https://doi.org/10.5281/zenodo.996424, doi:10.5281/zenodo.996424.
TUT Sound events 2016, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.996424
Duration: 0:34h
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TUT Sound events 2017, Development dataset. March 2017. URL: https://doi.org/10.5281/zenodo.814831, doi:10.5281/zenodo.814831.
TUT Sound events 2017, Development dataset
DOI: https://doi.org/10.5281/zenodo.814831
Duration: 1:32h
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TUT Acoustic scenes 2017, Evaluation dataset. November 2017. URL: https://doi.org/10.5281/zenodo.1040168, doi:10.5281/zenodo.1040168.
TUT Acoustic scenes 2017, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.1040168
Duration: 4:30h
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TUT Sound events 2017, Evaluation dataset. November 2017. URL: https://doi.org/10.5281/zenodo.1040179, doi:10.5281/zenodo.1040179.
TUT Sound events 2017, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.1040179
Duration: 0:29h
2016
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TUT Acoustic scenes 2016, Development dataset. February 2016. URL: https://doi.org/10.5281/zenodo.45739, doi:10.5281/zenodo.45739.
TUT Acoustic scenes 2016, Development dataset
DOI: https://doi.org/10.5281/zenodo.45739
Duration: 9:45h
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TUT Acoustic scenes 2016, Evaluation dataset. November 2016. URL: https://doi.org/10.5281/zenodo.165995, doi:10.5281/zenodo.165995.
TUT Acoustic scenes 2016, Evaluation dataset
DOI: https://doi.org/10.5281/zenodo.165995
Duration: 3:15h
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen. TUT Sound events 2016, Development dataset. February 2016. URL: https://doi.org/10.5281/zenodo.45759, doi:10.5281/zenodo.45759.
TUT Sound events 2016, Development dataset
DOI: https://doi.org/10.5281/zenodo.45759
Duration: 1:18h
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