Pith Number

pith:PXWRBPEP

pith:2024:PXWRBPEPSULARHKGI2MQXFYRSM

not attested not anchored not stored refs pending

FairSSD: Understanding Bias in Synthetic Speech Detectors

Amit Kumar Singh Yadav, Davide Salvi, Edward J.Delp, Kratika Bhagtani, Paolo Bestagini

arxiv:2404.10989 v1 · 2024-04-17 · cs.CV · cs.LG · cs.MM · 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{PXWRBPEPSULARHKGI2MQXFYRSM}

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	2026-07-05T08:09:01.916681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ded10bc8f9516089d4646990b97119319f0b25d2b0ff031184288cc717194d2

Aliases

arxiv: 2404.10989 · arxiv_version: 2404.10989v1 · doi: 10.48550/arxiv.2404.10989 · pith_short_12: PXWRBPEPSULA · pith_short_16: PXWRBPEPSULARHKG · pith_short_8: PXWRBPEP

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/PXWRBPEPSULARHKGI2MQXFYRSM \
  | 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: 7ded10bc8f9516089d4646990b97119319f0b25d2b0ff031184288cc717194d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d2d96cd8beab76eea106e72d617beeffe972ff8a6d07af2b66822fcaf8a9a6f",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MM",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-17T01:53:03Z",
    "title_canon_sha256": "6503a47b450a6dcf267fad9f800facd643027805ecfb28ea4f5a5e07a7b8556e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.10989",
    "kind": "arxiv",
    "version": 1
  }
}