遇见数据集

nsynthinstument in WebDataset Format

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Zenodo2025-01-23 更新2026-05-26 收录
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This dataset is the nsynthinstument 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 nsynth_train_sub55k_0000000.tar|head -r--r--r-- bigdata/bigdata 365 2025-01-17 10:09 brass_acoustic_049-068-100.json -r--r--r-- bigdata/bigdata 128044 2025-01-17 10:09 brass_acoustic_049-068-100.wav -r--r--r-- bigdata/bigdata 355 2025-01-17 10:09 brass_acoustic_060-032-050.json -r--r--r-- bigdata/bigdata 128044 2025-01-17 10:09 brass_acoustic_060-032-050.wav -r--r--r-- bigdata/bigdata 364 2025-01-17 10:09 brass_acoustic_054-066-075.json -r--r--r-- bigdata/bigdata 128044 2025-01-17 10:09 brass_acoustic_054-066-075.wav -r--r--r-- bigdata/bigdata 355 2025-01-17 10:09 bass_synthetic_022-088-075.json -r--r--r-- bigdata/bigdata 128044 2025-01-17 10:09 bass_synthetic_022-088-075.wav -r--r--r-- bigdata/bigdata 356 2025-01-17 10:09 brass_acoustic_032-069-025.json -r--r--r-- bigdata/bigdata 128044 2025-01-17 10:09 brass_acoustic_032-069-025.wav $ cat brass_acoustic_049-068-100.json {"note": 88873, "sample_rate": 16000, "pitch": 68, "instrument_source": 0, "instrument_family_str": "brass", "instrument_str": "brass_acoustic_049", "note_str": "brass_acoustic_049-068-100", "qualities_str": "['bright']", "instrument_source_str": "acoustic", "velocity": 100, "instrument_family": 1, "instrument": 437, "qualities": "[1, 0, 0, 0, 0, 0, 0, 0, 0, 0]"}

提供机构:
Xiaomi
创建时间:
2025-01-23
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