遇见数据集

VocalSound 16k in WebDataset Format

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Zenodo2025-01-28 更新2026-05-26 收录
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This dataset is the VocalSound 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 tf wds-audio-test-000000.tar | headm3109_0_laughter.jsonm3109_0_laughter.wavf0238_0_sniff.jsonf0238_0_sniff.wavm0526_0_cough.jsonm0526_0_cough.wavm0886_0_sneeze.jsonm0886_0_sneeze.wavo1897_0_laughter.jsono1897_0_laughter.wav $ cat m3109_0_laughter.json{"label": "laughter"}

本数据集为VocalSound数据集,采用Web数据集(WebDataset)格式。Web数据集文件本质上为tar归档文件,数据集中的每一条样本均以一对文件的形式存储:一个WAV音频文件与对应的JSON元数据文件。该JSON文件包含对应音频样本的类别标签及其他相关信息。 执行命令`tar tf wds-audio-test-000000.tar | head`,其输出结果如下: m3109_0_laughter.json m3109_0_laughter.wav f0238_0_sniff.json f0238_0_sniff.wav m0526_0_cough.json m0526_0_cough.wav m0886_0_sneeze.json m0886_0_sneeze.wav o1897_0_laughter.json o1897_0_laughter.wav 执行命令`cat m3109_0_laughter.json`,可查看该样本的元数据内容: {"label": "laughter"}

提供机构:
Xiaomi
创建时间:
2025-01-15
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