Pith Number

pith:WOMSSB3P

pith:2023:WOMSSB3PV6X5LXRSB7RJJI3TQG

not attested not anchored not stored refs pending

Benchmark Dataset Dynamics, Bias and Privacy Challenges in Voice Biometrics Research

Anna Leschanowsky, Carolyn Quinlan, Casandra Rusti, Lauriane Gorce, Michaela Pnacek, Wiebke Hutiri

arxiv:2304.03858 v4 · 2023-04-07 · cs.CY · 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{WOMSSB3PV6X5LXRSB7RJJI3TQG}

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.

Cited by

1 paper in Pith

Assessing the Energy and Carbon Emissions of Neural Speaker Verification Model in Training and Inference

Receipt and verification

First computed	2026-07-05T06:42:20.800019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b39929076fafafd5de320fe294a37381a5edf4f2ece7e51d280a2119e6cd28fd

Aliases

arxiv: 2304.03858 · arxiv_version: 2304.03858v4 · doi: 10.48550/arxiv.2304.03858 · pith_short_12: WOMSSB3PV6X5 · pith_short_16: WOMSSB3PV6X5LXRS · pith_short_8: WOMSSB3P

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/WOMSSB3PV6X5LXRSB7RJJI3TQG \
  | 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: b39929076fafafd5de320fe294a37381a5edf4f2ece7e51d280a2119e6cd28fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16d05a50933c564b5fe5d95c22430d5cf0060d2570559ded73c52b93741d001b",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-04-07T23:05:37Z",
    "title_canon_sha256": "2cc354e4d66342aa1a5a88f053a02551927c12e4b89bf547ebca588e02084800"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.03858",
    "kind": "arxiv",
    "version": 4
  }
}