Pith Number
pith:U2FL7Z6C
pith:2023:U2FL7Z6C4SZGUMGFWJSOMYVHZ7
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Data Augmentation for Environmental Sound Classification Using Diffusion Probabilistic Model with Top-k Selection Discriminator
arxiv:2303.15161 v3 · 2023-03-27 · cs.SD · eess.AS
Add to your LaTeX paper
\usepackage{pith}
\pithnumber{U2FL7Z6C4SZGUMGFWJSOMYVHZ7}
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Record completeness
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Portable graph bundle live · download bundle · merged
state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same
current state with the deterministic merge algorithm.
Receipt and verification
| First computed | 2026-07-05T05:58:11.191488Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
a68abfe7c2e4b26a30c5b264e662a7cfe6a04b0baa16237940ff6e46b5b979dc
Aliases
· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/U2FL7Z6C4SZGUMGFWJSOMYVHZ7 \
| jq -c '.canonical_record' \
| python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a68abfe7c2e4b26a30c5b264e662a7cfe6a04b0baa16237940ff6e46b5b979dc
Canonical record JSON
{
"metadata": {
"abstract_canon_sha256": "f97c3e8cea0de8d0c82dcea6f66f0902f61278cc9d920d0fa095574654cab791",
"cross_cats_sorted": [
"eess.AS"
],
"license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
"primary_cat": "cs.SD",
"submitted_at": "2023-03-27T12:51:33Z",
"title_canon_sha256": "8e0ea92e64a6250942cae52a918b54b7815169ec3b31955359301eec27450b3c"
},
"schema_version": "1.0",
"source": {
"id": "2303.15161",
"kind": "arxiv",
"version": 3
}
}