Published February 12, 2025 | Version v1

Clotho dataset in WebDataset Format

Authors/Creators

Description

This dataset is the Clotho dataset, formatted in the WebDataset format. WebDataset files are essentially tar archives, where each example in the dataset is represented by a pair of files: a WAV audio file and a corresponding JSON metadata file. The JSON file contains the class label and other relevant information for that particular audio sample.

$ tar tvf clotho_development_0000000.tar|head                                                                    
-r--r--r-- bigdata/bigdata 386 2025-01-14 08:59 Toilet Flush with Cistern.json
-r--r--r-- bigdata/bigdata 2328620 2025-01-14 08:59 Toilet Flush with Cistern.wav
-r--r--r-- bigdata/bigdata     360 2025-01-14 08:59 Mouth Breating.json
-r--r--r-- bigdata/bigdata 1897516 2025-01-14 08:59 Mouth Breating.wav
-r--r--r-- bigdata/bigdata     500 2025-01-14 08:59 STE-040 italian police siren.json
-r--r--r-- bigdata/bigdata 1534562 2025-01-14 08:59 STE-040 italian police siren.wav
-r--r--r-- bigdata/bigdata     378 2025-01-14 08:59 Water Sound.json
-r--r--r-- bigdata/bigdata 2070316 2025-01-14 08:59 Water Sound.wav
-r--r--r-- bigdata/bigdata     373 2025-01-14 08:59 RoostingBirds.json
-r--r--r-- bigdata/bigdata 1607966 2025-01-14 08:59 RoostingBirds.wav
$ tar -xOf clotho_development_0000000.tar RoostingBirds.json
{
      "caption_1": "A large amount of birds are chirping while cars pass by in the background.", 
      "caption_2": "Many birds are chirping and cars are driving by quickly.", 
      "caption_3": "Many birds are chirping and cars are driving by.", 
      "caption_4": "Outside, many types of different birds are tweeting.", 
      "caption_5": "bird chirping loudly with traffic sounds in the background"
}

 

Files

Files (11.8 GB)

Name Size
md5:c8b8de0cf891f8fdbd98fedc9206fbec
7.6 GB Download
md5:d8338a96e25da0d0569434774e7c80dc
2.1 GB Download
md5:75dd84ed3f28103869152c091821153e
2.1 GB Download

Additional details

References

  • Frederic Font, Gerard Roma, and Xavier Serra. 2013. Freesound technical demo. In Proceedings of the 21st ACM international conference on Multimedia (MM '13). ACM, New York, NY, USA, 411-412. DOI: https://doi.org/10.1145/2502081.2502245