Pith Number

pith:PLUXFAIA

pith:2026:PLUXFAIA3MOPHFFKSP7AIF3ADZ

not attested not anchored not stored refs pending

Probing-Guided Layer Selection from Self-Supervised Speech Models for Generalizable Audio Deepfake Detection

Bo Chen, Majid Rostami, Marjan Beheshti

arxiv:2606.30791 v1 · 2026-06-29 · 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{PLUXFAIA3MOPHFFKSP7AIF3ADZ}

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	2026-07-01T00:17:17.066117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ae9728100db1cf394aa93fe0417601e56158a334f50d9adecdf36f74f199a47

Aliases

arxiv: 2606.30791 · arxiv_version: 2606.30791v1 · doi: 10.48550/arxiv.2606.30791 · pith_short_12: PLUXFAIA3MOP · pith_short_16: PLUXFAIA3MOPHFFK · pith_short_8: PLUXFAIA

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/PLUXFAIA3MOPHFFKSP7AIF3ADZ \
  | 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: 7ae9728100db1cf394aa93fe0417601e56158a334f50d9adecdf36f74f199a47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1937595c26649a429fe8c987460d1ab0bc4a30358fbc34deae61c77e55beb156",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-29T18:19:37Z",
    "title_canon_sha256": "9b3b54bdae6bb9420bad5be6a8aa3457f2338e7789669cc6b7390ba8a4e520fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30791",
    "kind": "arxiv",
    "version": 1
  }
}