Pith Number

pith:GPO7PQIE

pith:2024:GPO7PQIELNX6IIWPDGUJNHJDFV

not attested not anchored not stored refs pending

Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection

Jianhua Tao, Ruibo Fu, Shuchen Shi, Xiaopeng Wang, Xin Qi, Xuefei Liu, Yi Lu, Yongwei Li, Yuankun Xie, Yukun Liu, Zhengqi Wen, Zhiyong Wang

arxiv:2406.03247 v2 · 2024-06-05 · cs.SD · 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{GPO7PQIELNX6IIWPDGUJNHJDFV}

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	2026-07-05T08:29:28.336832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33ddf7c1045b6fe422cf19a8969d232d57cbc63d5e0c97d20db6f0bf4217ca39

Aliases

arxiv: 2406.03247 · arxiv_version: 2406.03247v2 · doi: 10.48550/arxiv.2406.03247 · pith_short_12: GPO7PQIELNX6 · pith_short_16: GPO7PQIELNX6IIWP · pith_short_8: GPO7PQIE

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/GPO7PQIELNX6IIWPDGUJNHJDFV \
  | 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: 33ddf7c1045b6fe422cf19a8969d232d57cbc63d5e0c97d20db6f0bf4217ca39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b339c445a9db952b2f524b45ee26edae17758a17b41ae4476503c294e0f4a88",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-06-05T13:22:09Z",
    "title_canon_sha256": "d881b098b2e2c61abc51a9020a5872b63edac81856c06d2f4f756af6dab702ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03247",
    "kind": "arxiv",
    "version": 2
  }
}