Pith Number

pith:XWUYAPK7

pith:2026:XWUYAPK7QZ5UJXGH3UGBI2SC2O

not attested not anchored not stored refs pending

A Training-Efficient Transformer-Based Anti-Spoofing Network for Logical Access in ASVspoof 5

Bo Zhao, Sidan Yin

arxiv:2606.02980 v1 · 2026-06-02 · cs.SD · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XWUYAPK7QZ5UJXGH3UGBI2SC2O}

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	2026-06-03T01:05:28.400381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bda9803d5f867b44dcc7dd0c146a42d3ab447351e99d8ff253b035ec3499d1a1

Aliases

arxiv: 2606.02980 · arxiv_version: 2606.02980v1 · doi: 10.48550/arxiv.2606.02980 · pith_short_12: XWUYAPK7QZ5U · pith_short_16: XWUYAPK7QZ5UJXGH · pith_short_8: XWUYAPK7

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/XWUYAPK7QZ5UJXGH3UGBI2SC2O \
  | 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: bda9803d5f867b44dcc7dd0c146a42d3ab447351e99d8ff253b035ec3499d1a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "380a2d0260787a460a3638ef4d316ebab78d009abb6de7cafff24ac726d4f5cc",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-02T00:38:12Z",
    "title_canon_sha256": "aacd87587f3c1e664a7508151b6025f4b56181f64c61a8679b16ea96b536a2e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02980",
    "kind": "arxiv",
    "version": 1
  }
}