Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

30

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

30 results for “sonification”

Learn how ShareScore rates datasets ↗
zenodo32/100

CALIFA Autoencoded files for interactive Sonification with ViewCube

<p>These files allow the sonification of the CALIFA survey spectra using the software ViewCube.</p> <p>They provide a collection of files containing the results of a deep learning process based on autoencoders, which reduces the CALIFA spectra to latent vectors, allowing their conversion into sound.</p>

opencc-by-4.0Jan 2024View details →
zenodo32/100

Particle sonification (CERN)

<p>The video present a sonification of particles. The development was grant by the European Union, under the project REINFORCE. The data was obtained during this collaboration from the European Organization for Nuclear Research (CERN).</p> <p>&quot;The REINFORCE project has received funding from the European Union&rsquo;s Horizon 2020 project call H2020-SwafS-2018-2020 funded project Grant Agreement no. 872859&quot;</p> <p>&nbsp;</p> <p>For more information visit:</p> <p>www.reinforceeu.eu/</p> <p>www.zooniverse.org/projects/reinforce/new-particle-search-at-cern</p>

opencc-by-4.0Mar 2023View details →
dryad32/100

Sonification of the atmospheric carbon record over the Holocene epoch

<p><span></span></p> <p>This piece is part of a collection of sound compositions called <em>Timescales</em>, which sonifies datasets spanning different time scales of the atmospheric carbon record. The Holocene is a geologic epoch which began approximately 11,700 years ago as the last glaciation ended. At the onset of the Holocene, atmospheric carbon dioxide concentrations were approximately 265 ppm, and they remained below 280 ppm until the 18th century and the dawn of the industrial revolution. The <em>Holocene</em> composition creates an experience of listening to the stable climate of the Holocene epoch, and hearing the end of the Holocene and the beginning of the Anthropocene. </p>

opencc-zeroMay 2023View details →
ClinicalTrials.gov32/100

Sonification Techniques for Gait Training

ClinicalTrials.gov study NCT04876339. IPD Sharing: NO. Countries: 1. Publications: 45.

closedIPD-NOFeb 2026View details →
dryad32/100

Data from: EEG sonification improves sleep staging performance in novice stagers

Open the record for dataset details and reuse information.

publicAug 2025View details →
dryad32/100

Sonification of the atmospheric carbon record over the Holocene epoch

Open the record for dataset details and reuse information.

publicMay 2023View details →
ClinicalTrials.gov28/100

Action Observation Plus Sonification Therapeutic Protocol

ClinicalTrials.gov study NCT03249155. IPD Sharing: Not stated. Countries: 0. Publications: 7.

restrictedIPD-UNDECIDEDFeb 2026View details →
zenodo24/100

Towards Molecular Musical Instruments: Interactive Sonifications of 17-Alanine, Graphene and Carbon Nanotubes

<p><strong>Supplementary&nbsp;materials for the paper:</strong></p> <p>Thomas J. Mitchell, Alex J. Jones, Michael B. O&rsquo;Connor, Mark D. Wonnacott, David R. Glowacki, and Joseph Hyde. 2020. Towards Molecular Musical Instruments: Interactive Sonifications of 17-Alanine, Graphene and Carbon Nanotubes. In Proceedings of the 15th International Audio Mostly Conference (AM&rsquo;20), September 15&ndash;17, 2020, Graz, Austria. ACM, New York, NY, USA, 8 pages.&nbsp;<a href="https://gate.sc/?url=https%3A%2F%2Fdoi.org%2F10.1145%2F3411109.3411143&amp;token=4f57ce-1-1596010611306">doi.org/10.1145/3411109.3411143</a></p> <p><strong>17-Alanine.mov:</strong></p> <p>Video was created by Alex J. Jones at the University of Bristol</p> <p>An immersive and interactive VR view of simulated 17-Alanine molecule with accompanying sonification.</p> <p><strong>GrapheneMusic.aif:</strong></p> <p>Composed by Joseph Hyde (<a href="https://gate.sc/?url=https%3A%2F%2Fwww.josephhyde.co.uk%2F&amp;token=21d2c3-1-1596010611306">www.josephhyde.co.uk/</a>)</p> <p><strong>Example1.wav:</strong></p> <p>Molecule: 17-Alanine<br> Friction: 60<br> Timestep: 0.5<br> A: 0.1 D: 0.1 S: 1 R: 3<br> Wavetable Method: Relative<br> Note: C3<br> Velocity: 127<br> Temperature: 5<br> Automation: None</p> <p><strong>Example2. wav:</strong></p> <p>Molecule: 17-Alanine<br> Temperature: various<br> Friction: 60<br> Timestep: 0.5<br> Note: C3<br> Velocity: 127<br> A: 0.1 D: 0.1 S: 1 R: 3<br> Wavetable Method: Relative<br> Automation: Temperature</p> <p><strong>Example3.wav:</strong></p> <p>Molecule: 17-Alanine<br> Temperature: various<br> Friction: 100<br> Timestep: 0.78<br> Note: C3<br> Velocity: 127<br> A: 0.1 D: 0.1 S: 1 R: 0.5<br> Wavetable Method: Relative<br> Automation: Temperature</p>

opencc-by-4.0Sep 2020View details →
ClinicalTrials.gov24/100

Sonification Embodied Associations

ClinicalTrials.gov study NCT03931278. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov24/100

Movement Sonification as an add-on to Immediate Post-event Psychotherapeutic Intervention in the Management of Acute Stress Disorder: a Feasibility and Acceptability Study

ClinicalTrials.gov study NCT07307937. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.