Pith Number

pith:XF4GNGON

pith:2025:XF4GNGONZUCDI5GDUR6ABIDRQ7

not attested not anchored not stored refs pending

End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation

2), (2) Department of Mathematics, Andrea Di Pierno (1, Computer Science, Dario Allegra (2), Italy, Italy), Luca Guarnera (2), Lucca, Sebastiano Battiato (2) ((1) IMT School of Advanced Studies, University of Catania

arxiv:2504.20923 v2 · 2025-04-29 · cs.SD · cs.CV · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XF4GNGONZUCDI5GDUR6ABIDRQ7}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-06-23T02:12:31.618053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9786699cdcd043474c3a47c00a07187d6c4f709141fc14d206092f62f0aafbe

Aliases

arxiv: 2504.20923 · arxiv_version: 2504.20923v2 · doi: 10.48550/arxiv.2504.20923 · pith_short_12: XF4GNGONZUCD · pith_short_16: XF4GNGONZUCDI5GD · pith_short_8: XF4GNGON

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/XF4GNGONZUCDI5GDUR6ABIDRQ7 \
  | 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: b9786699cdcd043474c3a47c00a07187d6c4f709141fc14d206092f62f0aafbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "886bbf5476e369915362f941d51e4bea69f83923943f7b936c7c21b400106023",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-04-29T16:38:23Z",
    "title_canon_sha256": "08885e2e7f1059df7b1a4905916ae8971874f84570c7f34f68f2fe6b112434d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20923",
    "kind": "arxiv",
    "version": 2
  }
}