| license: cc-by-nc-4.0 | |
| # Dataset Card for RepeatAudio | |
| Audio datasets referenced in *Class-Agnostic Audio Repetition Counting*. Contains two main sections: | |
| - **RS, RSN and RVN:** Synthetic datasets containing varying levels of noise. Uniformly 10 seconds long, with 0-8 repetition events contained in each sample. | |
| - **Clocks, Heartbeats and Dolphins:** Real-world derived samples with variable length across mechanical, ecological and medical domains. | |
| - | |
| Relevant code can be found in [this repo](https://github.com/Hamozwa/audio-counting). | |
| ## Dataset Sources | |
| Synthetic data was generated with two source datasets: | |
| - [**FSD50K**](https://zenodo.org/records/4060432)**:** Provided audio for repetition events. JSON files indicate source audio for each sample. | |
| - [**MUSAN**](http://openslr.org/)**:** Used as noise in background of samples. | |
| Real-world sets were extracted from various sources: | |
| - **Clocks:** Samples originate from the Clocks subset of [BBC Sound Effects](https://sound-effects.bbcrewind.co.uk/). | |
| - **Heartbeats:** Training set of [PhysioNet Challenge 2016](https://physionet.org/content/challenge-2016/1.0.0/). | |
| - **Dolphins:** Click Trains folder from [Song et al.](https://springernature.figshare.com/articles/dataset/Acoustic_recordings_of_underwater_vocalizations_of_Indo-Pacific_humpback_dolphins_in_Xiamen_Bay_China/29143727) |