Pith. sign in
Pith Number

pith:YQYPOPOX

pith:2022:YQYPOPOX5FJ2YQ6MQIFEXJBU3O
not attested not anchored not stored refs pending

Forensic Analysis and Localization of Multiply Compressed MP3 Audio Using Transformers

Edward J. Delp, Paolo Bestagini, Stefano Tubaro, Ziyue Xiang

arxiv:2203.16499 v2 · 2022-03-30 · cs.SD · cs.MM · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YQYPOPOX5FJ2YQ6MQIFEXJBU3O}

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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.
Receipt and verification
First computed 2026-07-05T04:18:51.900362Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c430f73dd7e953ac43cc820a4ba434db981a589e3da14077adb17983251ee75b

Aliases

arxiv: 2203.16499 · arxiv_version: 2203.16499v2 · doi: 10.48550/arxiv.2203.16499 · pith_short_12: YQYPOPOX5FJ2 · pith_short_16: YQYPOPOX5FJ2YQ6M · pith_short_8: YQYPOPOX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YQYPOPOX5FJ2YQ6MQIFEXJBU3O \
  | 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: c430f73dd7e953ac43cc820a4ba434db981a589e3da14077adb17983251ee75b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d2052185b154451c620ed940a99ce38e1817e0a08c5d8da14d4c2b50b151895b",
    "cross_cats_sorted": [
      "cs.MM",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-03-30T17:32:37Z",
    "title_canon_sha256": "3f361596c8373d7ba1eaff1b8c90ecce2bc089a431f85b9d21b7466b0981ea8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.16499",
    "kind": "arxiv",
    "version": 2
  }
}