Pith Number

pith:CQKU32PW

pith:2024:CQKU32PW4C4UB6NLHPDMJUFQBW

not attested not anchored not stored refs pending

Harder or Different? Understanding Generalization of Audio Deepfake Detection

Hemlata Tak, Konstantin B\"ottinger, Nicholas Evans, Nicolas M. M\"uller, Philip Sperl

arxiv:2406.03512 v3 · 2024-06-05 · cs.SD · cs.AI · 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{CQKU32PW4C4UB6NLHPDMJUFQBW}

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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

2 papers in Pith

The Watermark Shortcut: How Provenance Marking Sabotages Audio Deepfake Detection

Detecting Audio Deepfakes on the Edge:Lightweight SSL-Based Detection in a Browser Plugin

Receipt and verification

First computed	2026-07-05T08:30:52.362193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14154de9f6e0b940f9ab3bc6c4d0b00db01b4d32652c86a2005da5075dc87433

Aliases

arxiv: 2406.03512 · arxiv_version: 2406.03512v3 · doi: 10.48550/arxiv.2406.03512 · pith_short_12: CQKU32PW4C4U · pith_short_16: CQKU32PW4C4UB6NL · pith_short_8: CQKU32PW

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/CQKU32PW4C4UB6NLHPDMJUFQBW \
  | 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: 14154de9f6e0b940f9ab3bc6c4d0b00db01b4d32652c86a2005da5075dc87433

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "562fb65a71f7a7a442f05aa2021e18c250a573f337da1d74d3ced60d82447328",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-06-05T10:33:15Z",
    "title_canon_sha256": "b012677b96d6b66cc70e0045490ffb259ceef2fa6b2202f2f405172ba77eca1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03512",
    "kind": "arxiv",
    "version": 3
  }
}