Pith Number

pith:LCUR76RT

pith:2025:LCUR76RTHXJQIPSF2FO5MGJUMF

not attested not anchored not stored refs pending

Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing

Hynek Hermansky, Jin Li, Johan Rohdin, Kong Aik Lee, Man-Wai Mak

arxiv:2506.07536 v1 · 2025-06-09 · 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{LCUR76RTHXJQIPSF2FO5MGJUMF}

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

Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing

Receipt and verification

First computed	2026-07-05T11:18:28.978775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58a91ffa333dd3043e45d15dd619346140d5db1d4c41a7fb6bce4e02111f47c5

Aliases

arxiv: 2506.07536 · arxiv_version: 2506.07536v1 · doi: 10.48550/arxiv.2506.07536 · pith_short_12: LCUR76RTHXJQ · pith_short_16: LCUR76RTHXJQIPSF · pith_short_8: LCUR76RT

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/LCUR76RTHXJQIPSF2FO5MGJUMF \
  | 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: 58a91ffa333dd3043e45d15dd619346140d5db1d4c41a7fb6bce4e02111f47c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13037c5725ae1ccdd3886f25c08b90993752bdd637978da8ae5d04cf4acef0be",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-06-09T08:18:12Z",
    "title_canon_sha256": "d365e40f946ffaf30c24e45fb803aa38e45f34faf6c164bf6d1b3f692f8cc0f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07536",
    "kind": "arxiv",
    "version": 1
  }
}