Pith Number

pith:7O6OZBSL

pith:2024:7O6OZBSLPR3E5OEIBX3WMHONX5

not attested not anchored not stored refs pending

Reject Threshold Adaptation for Open-Set Model Attribution of Deepfake Audio

Guanjun Li, Hao Gu, Jiangyan Yi, Jianhua Tao, Junzuo Zhou, Tao Xu, Xinrui Yan, Yong Ren, Yujie Chen

arxiv:2412.01425 v1 · 2024-12-02 · cs.SD · cs.AI · 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{7O6OZBSLPR3E5OEIBX3WMHONX5}

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	2026-07-05T09:43:12.804295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbbcec864b7c764eb8880df7661dcdbf734a266c464065d07ba86449b9440a36

Aliases

arxiv: 2412.01425 · arxiv_version: 2412.01425v1 · doi: 10.48550/arxiv.2412.01425 · pith_short_12: 7O6OZBSLPR3E · pith_short_16: 7O6OZBSLPR3E5OEI · pith_short_8: 7O6OZBSL

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/7O6OZBSLPR3E5OEIBX3WMHONX5 \
  | 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: fbbcec864b7c764eb8880df7661dcdbf734a266c464065d07ba86449b9440a36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3f7828c8885a2c7e6b96486a6f0d8dd656f6c89c4246c79cf0d38631835ffee",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-12-02T12:06:50Z",
    "title_canon_sha256": "6042e09d5e4ea1a3d89f1f6cfce9456390481ca2c4b2b8cf78beb9510131a6d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01425",
    "kind": "arxiv",
    "version": 1
  }
}