Published January 8, 2025
| Version v1
Dataset
Open
ESC-50 in WebDataset Format
Authors/Creators
Description
This dataset is the ESC-50 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 wds-audio-fold-1-000000.tar | head
-r--r--r-- bigdata/bigdata 12 2025-01-08 15:56 1-100032-A-0.json
-r--r--r-- bigdata/bigdata 441044 2025-01-08 15:56 1-100032-A-0.wav
-r--r--r-- bigdata/bigdata 13 2025-01-08 15:56 1-100038-A-14.json
-r--r--r-- bigdata/bigdata 441044 2025-01-08 15:56 1-100038-A-14.wav
-r--r--r-- bigdata/bigdata 13 2025-01-08 15:56 1-100210-A-36.json
-r--r--r-- bigdata/bigdata 441044 2025-01-08 15:56 1-100210-A-36.wav
-r--r--r-- bigdata/bigdata 13 2025-01-08 15:56 1-100210-B-36.json
-r--r--r-- bigdata/bigdata 441044 2025-01-08 15:56 1-100210-B-36.wav
-r--r--r-- bigdata/bigdata 13 2025-01-08 15:56 1-101296-A-19.json
-r--r--r-- bigdata/bigdata 441044 2025-01-08 15:56 1-101296-A-19.wav
$ cat 1-100032-A-0.json
{"label": 0}
Files
Files
(890.1 MB)
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md5:832e9a6670fd46ee00baebb7c274a9e2
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44.5 MB | Download |
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md5:a10410cdc1644061ca6778889daab46f
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44.5 MB | Download |
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md5:8b3635c708ce51b7511197fcfaeea35a
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44.5 MB | Download |
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md5:abf9f46ea45a79318f16fa22695346de
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44.5 MB | Download |
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md5:876711173397547e7bc111c7a467e984
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44.5 MB | Download |
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md5:71b65e053d174da655192d4c4784b12b
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44.5 MB | Download |
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md5:ba9d2966a9cfbb94af1daa03a442460f
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44.5 MB | Download |
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md5:29fdbe89c581639803be75986e790695
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44.5 MB | Download |
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md5:496bdc44ed6228a56e68344a27d1d347
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44.5 MB | Download |
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md5:1f093da9f68b3431be3627a578f4e4ff
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44.5 MB | Download |
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md5:1c331ddbd4f289a5804fd2e51cabd340
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44.5 MB | Download |
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md5:fe98050aed8d1a317f0cae38f3cdc85a
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44.5 MB | Download |
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md5:faae6c3e2a0cd30bd082eeb2d5bb900d
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44.5 MB | Download |
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md5:6d98365016fa6751917a7b73f6e882da
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44.5 MB | Download |
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md5:69e9bf18b72ca807cb2dc1554482703e
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44.5 MB | Download |
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md5:6898673dc2394c0e7af77a64999d08bb
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44.5 MB | Download |
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md5:9031fd3ab0ba29c8426404963659a977
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44.5 MB | Download |
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md5:11acca3360294a7f041d04effeedae75
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44.5 MB | Download |
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md5:454ba2c4474c9f39129ece8e85cc7608
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44.5 MB | Download |
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md5:5af9a601cc899e1b32793883a563be73
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44.5 MB | Download |