configs:
- config_name: clocks
data_dir: clocks
- config_name: heartbeats
data_dir: heartbeats
- config_name: dolphins
data_dir: dolphins/test_padded
license: cc-by-nc-4.0
Dataset Card for RepeatReal
Real-world portion of the audio datasets referenced in Class-Agnostic Audio Repetition Counting.
Code: https://github.com/Hamozwa/audio-counting
Dataset Summary
Unlike the synthetic RepeatSynth data, these are real, variable-length recordings across three domains, used as held-out test sets for models trained only on synthetic data.
| Config | Domain | Source |
|---|---|---|
clocks |
Mechanical (ticking clocks) | BBC Sound Effects |
heartbeats |
Medical (heart sounds) | PhysioNet/CinC Challenge 2016 |
dolphins |
Ecological (dolphin click trains) | Song et al., Springer Nature Figshare |
Each config has a single test split.
from datasets import load_dataset
ds = load_dataset("Hamozwa/RepeatReal", "clocks", split="test")
Dataset Structure
| Field | Type | Description |
|---|---|---|
audio |
Audio |
The (variable-length) wav clip |
location |
string |
Original filename |
repetitions |
int |
Ground-truth repetition count |
start_time |
float |
(clocks only) seconds to trim from the start of the clip before scoring |
Dataset Sources
- Clocks — https://sound-effects.bbcrewind.co.uk/ — Clocks subset
- Heartbeats — https://physionet.org/content/challenge-2016/1.0.0/ — training set
- Dolphins — https://springernature.figshare.com/articles/dataset/Acoustic_recordings_of_underwater_vocalizations_of_Indo-Pacific_humpback_dolphins_in_Xiamen_Bay_China/29143727 — Click Trains folder
Licensing
Each domain comes from a different source with different terms. Treat the dataset as a whole under the most restrictive of the three (Clocks) unless you separate out only the domains you need.
Clocks — BBC Sound Effects. Full terms: https://sound-effects.bbcrewind.co.uk/licensing
Heartbeats — PhysioNet/CinC Challenge 2016. Licensed under the Open Data Commons Attribution License v1.0
Dolphins — Song et al., Springer Nature Figshare. Licensed under CC BY 4.0
Citation
[Your paper's BibTeX entry here]