Pith Number

pith:M2XEKTLS

pith:2026:M2XEKTLST22TQKYRCLGJRFUXU7

not attested not anchored not stored refs pending

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors

Arun Ross, Daniyal Kabir Dar

arxiv:2607.21820 v1 · 2026-07-23 · cs.SD · cs.AI · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M2XEKTLST22TQKYRCLGJRFUXU7}

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	2026-07-27T00:20:22.678885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66ae454d729eb5382b1112cc989697a7fb0d753fd7e396ef5201f7e2712515dd

Aliases

arxiv: 2607.21820 · arxiv_version: 2607.21820v1 · doi: 10.48550/arxiv.2607.21820 · pith_short_12: M2XEKTLST22T · pith_short_16: M2XEKTLST22TQKYR · pith_short_8: M2XEKTLS

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/M2XEKTLST22TQKYRCLGJRFUXU7 \
  | 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: 66ae454d729eb5382b1112cc989697a7fb0d753fd7e396ef5201f7e2712515dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ca2324af0060d69be92750920e1ff616fcdcfe09e18570868906894ec86d062",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-07-23T21:12:33Z",
    "title_canon_sha256": "1f357c8373773476316fb78aab363317154951845be275ac13bd86959d2ff328"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.21820",
    "kind": "arxiv",
    "version": 1
  }
}