Pith Number

pith:NFJSGK2J

pith:2024:NFJSGK2JZ5OPBLFSKBNQK2R5IM

not attested not anchored not stored refs pending

Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy

Haonnan Cheng, Jianhua Tao, Long Ye, Ruibo Fu, Xiaopeng Wang, Yuankun Xie, Zhengqi Wen, Zhiyong Wang

arxiv:2406.03240 v2 · 2024-06-05 · cs.SD · cs.AI · eess.AS

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\usepackage{pith}
\pithnumber{NFJSGK2JZ5OPBLFSKBNQK2R5IM}

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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

Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing

Receipt and verification

First computed	2026-07-05T08:29:28.244878Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6953232b49cf5cf0acb2505b056a3d43252fc362efefe8c7ec687cecfb25231e

Aliases

arxiv: 2406.03240 · arxiv_version: 2406.03240v2 · doi: 10.48550/arxiv.2406.03240 · pith_short_12: NFJSGK2JZ5OP · pith_short_16: NFJSGK2JZ5OPBLFS · pith_short_8: NFJSGK2J

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/NFJSGK2JZ5OPBLFSKBNQK2R5IM \
  | 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: 6953232b49cf5cf0acb2505b056a3d43252fc362efefe8c7ec687cecfb25231e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0ce687c15014f882d87da30740bf57a01acad8609a7c5018708ef763503be9a",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-06-05T13:16:55Z",
    "title_canon_sha256": "779d1cae7d18d74cdb2fb2afc599100961d04a2dc43e1ec7373cfed848886f41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03240",
    "kind": "arxiv",
    "version": 2
  }
}