Datasets › UrbanSound8K
UrbanSound8K
Urban Sound 8K is an audio dataset that contains 8732 labeled sound excerpts (<=4s) of urban sounds from 10 classes: air_conditioner, car_horn, children_playing, dog_bark, drilling, enginge_idling, gun_shot, jackhammer, siren, and street_music. The classes are drawn from the urban sound taxonomy. All excerpts are taken from field recordings uploaded to www.freesound.org.
Source: https://zenodo.org/record/401395 Image Source: https://urbansounddataset.weebly.com/urbansound8k.html
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Environmental Sound Classification | UrbanSound8K | AudioCLIP Accuracy 90.07 | AudioCLIP: Extending CLIP to Image, Text and Audio | iver56/audiomentations +3 | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 147. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning | 1 | 1 | 17 Feb 2025 | not harvested |
| AudioCLIP: Extending CLIP to Image, Text and Audio | 4 | 1 | 24 Jun 2021 | ran 0 of 6 samples (6 unverified) |
| End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network | 2 | 1 | 18 Apr 2019 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- UrbanSound8K
1 variant name, as the archive lists them.
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