Pith Number

pith:6SD3Z3C7

pith:2017:6SD3Z3C7L6XF3EOUCMIJAYLVH6

not attested not anchored not stored refs pending

A Generative Model for Score Normalization in Speaker Recognition

Albert Swart, Niko Brummer

arxiv:1709.09868 v1 · 2017-09-28 · stat.ML · cs.LG · 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{6SD3Z3C7L6XF3EOUCMIJAYLVH6}

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	2026-05-18T00:34:06.442801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f487bcec5f5fae5d91d413109061753fbfe322ed60ef15f53f7a7b1347c59157

Aliases

arxiv: 1709.09868 · arxiv_version: 1709.09868v1 · doi: 10.48550/arxiv.1709.09868 · pith_short_12: 6SD3Z3C7L6XF · pith_short_16: 6SD3Z3C7L6XF3EOU · pith_short_8: 6SD3Z3C7

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/6SD3Z3C7L6XF3EOUCMIJAYLVH6 \
  | 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: f487bcec5f5fae5d91d413109061753fbfe322ed60ef15f53f7a7b1347c59157

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e55f0fce1d18d198714e3b990332a4875439ad1b3f9b3eb51c41aa71f977635",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-09-28T09:32:10Z",
    "title_canon_sha256": "26fc4b34998581d6c265e04c699c5ae4fc90ac0d9183c73de3d498c256a1a85b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.09868",
    "kind": "arxiv",
    "version": 1
  }
}