{
 "id": "snowballlab/30-keywords",
 "owner": "snowballlab",
 "name": "30-keywords",
 "downloads": 32,
 "likes": 0,
 "last_modified": "2026-07-10T23:47:34.000Z",
 "stated_licence": "cc-by-4.0",
 "stated_from": "tag",
 "licence_name": null,
 "licence_link": null,
 "file_licence": null,
 "licence_files": [],
 "sources": [],
 "gated": false,
 "tasks": [
  "audio-classification"
 ],
 "citation": "- Google Speech Commands v0.02 — CC-BY 4.0 (Warden, 2018, arXiv:1804.03209)\n- Multilingual Spoken Words Corpus (English) — CC-BY 4.0 (MLCommons)\n- Timers and Such v1.0 — CC-BY 4.0 (Lugosch et al., 2021)\n- `volume_up` / `volume_down` reconstructed by concatenating CC-BY components\n  (MSWC \"volume\" + GSC \"up\"/\"down\").\n\nPreprocessing matches the MLPerf Tiny KWS reference (16 kHz, MFCC 30/20 ms,\n40 mel, 10 coeff, 20–4000 Hz).",
 "signal": "permissive",
 "reason": "The declared licence (cc-by-4.0) is classified as permissive.",
 "revision": "b73b2dc42ab59c52f1f9bb0d16ee2be4a82c5bc6",
 "stated_evidence": "https://huggingface.co/datasets/snowballlab/30-keywords/blob/b73b2dc42ab59c52f1f9bb0d16ee2be4a82c5bc6/README.md",
 "file_evidence": "https://huggingface.co/datasets/snowballlab/30-keywords/tree/b73b2dc42ab59c52f1f9bb0d16ee2be4a82c5bc6",
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}