Pith Number

pith:WXZJEAYJ

pith:2025:WXZJEAYJIPTQIXM5HE4GJOGUUL

not attested not anchored not stored refs pending

Synthetic Speech Source Tracing using Metric Learning

Dimitrios Koutsianos, Stavros Zacharopoulos, Themos Stafylakis, Yannis Panagakis

arxiv:2506.02590 v1 · 2025-06-03 · cs.SD · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WXZJEAYJIPTQIXM5HE4GJOGUUL}

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

Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing

Receipt and verification

First computed	2026-07-05T11:15:04.890849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5f292030943e7045d9d393864b8d4a2c4b35b83d290adf830d1776a2cd34056

Aliases

arxiv: 2506.02590 · arxiv_version: 2506.02590v1 · doi: 10.48550/arxiv.2506.02590 · pith_short_12: WXZJEAYJIPTQ · pith_short_16: WXZJEAYJIPTQIXM5 · pith_short_8: WXZJEAYJ

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/WXZJEAYJIPTQIXM5HE4GJOGUUL \
  | 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: b5f292030943e7045d9d393864b8d4a2c4b35b83d290adf830d1776a2cd34056

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "739b81d2c2d959aeebef7a84371eb065a5f88c689f6e18422cb09fb97ca1cb8a",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-06-03T08:12:15Z",
    "title_canon_sha256": "1f64cca7b451469d8692ee1d8e9618157946a0cb3152e387bd2aa842c6f444b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02590",
    "kind": "arxiv",
    "version": 1
  }
}