Pith Number

pith:VDBCISOS

pith:2023:VDBCISOSKSMVZPZNMBXUV42ZXG

not attested not anchored not stored refs pending

E-PANNs: Sound Recognition Using Efficient Pre-trained Audio Neural Networks

Arshdeep Singh, Haohe Liu, Mark D. Plumbley

arxiv:2305.18665 v1 · 2023-05-30 · cs.SD · cs.AI · eess.AS · eess.SP

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\usepackage{pith}
\pithnumber{VDBCISOSKSMVZPZNMBXUV42ZXG}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ 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.

Cited by

1 paper in Pith

Real-Time Emergency Vehicle Siren Detection with Efficient CNNs on Embedded Hardware

Receipt and verification

First computed	2026-07-05T06:15:03.542016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8c22449d254995cbf2d606f4af359b99dc81f724a243ec144ba5801c0e267a1

Aliases

arxiv: 2305.18665 · arxiv_version: 2305.18665v1 · doi: 10.48550/arxiv.2305.18665 · pith_short_12: VDBCISOSKSMV · pith_short_16: VDBCISOSKSMVZPZN · pith_short_8: VDBCISOS

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/VDBCISOSKSMVZPZNMBXUV42ZXG \
  | 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: a8c22449d254995cbf2d606f4af359b99dc81f724a243ec144ba5801c0e267a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "962e34f3f333bd5078a0184224d5cda810a5ac0b4b66ab3552085db69a3d35f0",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-05-30T00:08:55Z",
    "title_canon_sha256": "be5dd6ba1fdea4913943bd8e5a65eafb95713c3aac88f16ed2ef0862c35269cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18665",
    "kind": "arxiv",
    "version": 1
  }
}