Pith Number

pith:IJ4T2BDK

pith:2026:IJ4T2BDK6AQ52XFPXJVMYKBB5M

not attested not anchored not stored refs pending

SARA: Stress Test Reasoning in Audio Deepfake Detection

Binh Nguyen, Charles Fleming, Thai Le

arxiv:2601.03615 v2 · 2026-01-07 · cs.CL · 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{IJ4T2BDK6AQ52XFPXJVMYKBB5M}

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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

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook

Receipt and verification

First computed	2026-06-02T01:04:15.348251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42793d046af021dd5cafba6acc2821eb309dd7060eb5b2e06ac1585b127fc9d3

Aliases

arxiv: 2601.03615 · arxiv_version: 2601.03615v2 · doi: 10.48550/arxiv.2601.03615 · pith_short_12: IJ4T2BDK6AQ5 · pith_short_16: IJ4T2BDK6AQ52XFP · pith_short_8: IJ4T2BDK

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/IJ4T2BDK6AQ52XFPXJVMYKBB5M \
  | 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: 42793d046af021dd5cafba6acc2821eb309dd7060eb5b2e06ac1585b127fc9d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c8ddaccdda75930905ffc7f513155174ff1f5a6e258973ed1618df867128a5e",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-07T05:46:45Z",
    "title_canon_sha256": "2ecd321cbb7f34dde8dd9377fbe7c431c3ae07240190b3dcf147a9f5f7044d55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.03615",
    "kind": "arxiv",
    "version": 2
  }
}