Datasets:
audio
audioduration (s) 1
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π¦ Sound Texture Dataset Collection
This dataset is a collection of three distinct sound texture datasets, prepared for machine learning tasks such as classification, generation, or analysis of audio textures. Each subset comes from different sources and includes metadata where applicable.
π Dataset Structure
The repository contains the following folders:
1. boreillysegmented16K_class/
This folder contains the BOReillySegmented16K dataset, based on the original BOReilly collection:
- π Samples: 6580 one-second audio clips
- π§ Sample Rate: 16kHz
- π File Size: ~204MB (zipped)
- π Content: Loosely curated noisy sound textures
- π§βπ¨ Source: Sound artist Brian O'Reilly
- π Original Use: Featured in a paper submitted to evoMusArt
- β οΈ Note: The folder does not include the
test
subset from the original dataset - β± Duration: 6580 seconds, divided into 10 classes
For more info on the original dataset, visit BOReilly Dataset Page.
2. freesound_class/
A curated subset of sounds sourced from Freesound.org:
- β All samples are licensed under Creative Commons licenses at least as permissive as CC BY-NC 4.0
- π Includes a
metadata.json
with links to each original sound and license info - π οΈ Hand-curated to focus on sound textures
- π§ Sample Rate: 44100Hz
- π€ Mono
- β± Duration: 2261 seconds, divided into 6 classes
3. syntex_class/
A small, synthetic dataset generated using SynTex, a sound texture generator tool:
- π¬ Generated using select sound texture models
- π Dataset originally published in the paper:
"SynTex: Generating Audio Texture Datasets"
DOI: 10.21428/92fbeb44.0fe70450 - π Full paper: NIME 2022 Proceedings
- π§ Sample Rate: 44100Hz
- π€ Mono
- β± Duration: 7286 seconds, divided into 6 classes
π License
boreillysegmented16K_class
: Refer to usage terms from the original authors / evoMusArt submission.freesound_class
: Sounds are under Creative Commons licenses (see metadata).syntex_class
: Follows the licensing and terms outlined in the original SynTex paper.
Please ensure appropriate attribution if using this dataset in your work.
π¬ Citation
If you use this dataset collection in your work, consider citing the original datasets or papers associated with each subset.
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