| --- |
| 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. |
|
|
| ```python |
| 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 |
|
|
| ```bibtex |
| [Your paper's BibTeX entry here] |
| ``` |
