Pith Number

pith:CDMRUSMO

pith:2023:CDMRUSMODOPHC3M4OL2SGX6W2Z

not attested not anchored not stored refs pending

TranssionADD: A multi-frame reinforcement based sequence tagging model for audio deepfake detection

Benlai Tang, Caiyan Wan, Fengjie Zhu, Hui Huang, Jiangli Hong, Jie Liu, Quanxiu Wang, Zhiba Su

arxiv:2306.15212 v1 · 2023-06-27 · cs.SD · cs.LG · 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{CDMRUSMODOPHC3M4OL2SGX6W2Z}

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	2026-07-05T06:24:55.711215Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10d91a498e1b9e716d9c72f5235fd6d6624edab44ba72f6776385b89ba96ae16

Aliases

arxiv: 2306.15212 · arxiv_version: 2306.15212v1 · doi: 10.48550/arxiv.2306.15212 · pith_short_12: CDMRUSMODOPH · pith_short_16: CDMRUSMODOPHC3M4 · pith_short_8: CDMRUSMO

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/CDMRUSMODOPHC3M4OL2SGX6W2Z \
  | 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: 10d91a498e1b9e716d9c72f5235fd6d6624edab44ba72f6776385b89ba96ae16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17a0103ce41be4ef8c04ec2dd49f43a6be842dda81ed507910ec729e4f16afe5",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-06-27T05:18:25Z",
    "title_canon_sha256": "4624409c3ca60a3acb144359ea41f7810e4de2262863efc44dc6ea4d3edd4ec6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15212",
    "kind": "arxiv",
    "version": 1
  }
}