Pith Number

pith:VZUIE7FO

pith:2023:VZUIE7FO6U4E4EPWA3BAV5VHGT

not attested not anchored not stored refs pending

TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection

Chenglong Wang, Chuyuan Zhang, Jiangyan Yi, Jianhua Tao, Ruibo Fu, Shuai Zhang, Xun Chen

arxiv:2305.13701 v1 · 2023-05-23 · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{VZUIE7FO6U4E4EPWA3BAV5VHGT}

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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

Transferable Adversarial Attacks on Audio Deepfake Detection

Receipt and verification

First computed	2026-07-05T06:12:56.328831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae68827caef5384e11f606c20af6a734c746ba367ab220be02edb3d33e19c8c2

Aliases

arxiv: 2305.13701 · arxiv_version: 2305.13701v1 · doi: 10.48550/arxiv.2305.13701 · pith_short_12: VZUIE7FO6U4E · pith_short_16: VZUIE7FO6U4E4EPW · pith_short_8: VZUIE7FO

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/VZUIE7FO6U4E4EPWA3BAV5VHGT \
  | 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: ae68827caef5384e11f606c20af6a734c746ba367ab220be02edb3d33e19c8c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4e142a5e769e10fd9c2edb253b39d3325237d3003b50e8582e5b731150edee6",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-05-23T05:30:17Z",
    "title_canon_sha256": "79fd5f9b541243d2b62526be4b7ebe83f1f40e7b7f53206ad296f65e78cd0bbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13701",
    "kind": "arxiv",
    "version": 1
  }
}