Pith Number

pith:AQZLE2CD

pith:2025:AQZLE2CDWRDTCSXXCGVIPEQI3Z

not attested not anchored not stored refs pending

SCDF: A Speaker Characteristics DeepFake Speech Dataset for Bias Analysis

Anton Firc, Kamil Malinka, Karel Srna, Vojt\v{e}ch Stan\v{e}k

arxiv:2508.07944 v1 · 2025-08-11 · cs.SD · cs.AI · cs.CR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AQZLE2CDWRDTCSXXCGVIPEQI3Z}

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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

Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI

Receipt and verification

First computed	2026-07-05T11:52:05.426718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0432b26843b447314af711aa879208de7a957519a59ff27172c1909f89bd48b7

Aliases

arxiv: 2508.07944 · arxiv_version: 2508.07944v1 · doi: 10.48550/arxiv.2508.07944 · pith_short_12: AQZLE2CDWRDT · pith_short_16: AQZLE2CDWRDTCSXX · pith_short_8: AQZLE2CD

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/AQZLE2CDWRDTCSXXCGVIPEQI3Z \
  | 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: 0432b26843b447314af711aa879208de7a957519a59ff27172c1909f89bd48b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31c05526eb5e073ee486eac106fbb2d0d561ff62217538b5f81a79ac0630f3ee",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-08-11T12:58:37Z",
    "title_canon_sha256": "f420f37e92186c3d727a6b9f0456c05b981b2763d630ab17dfb544f3a5ec1f56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07944",
    "kind": "arxiv",
    "version": 1
  }
}