Pith Number

pith:546UKTSF

pith:2021:546UKTSFRVR437VVM522MPKUMT

not attested not anchored not stored refs pending

WaveFake: A Data Set to Facilitate Audio Deepfake Detection

Joel Frank, Lea Sch\"onherr

arxiv:2111.02813 v1 · 2021-11-04 · cs.LG · cs.CR · 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{546UKTSFRVR437VVM522MPKUMT}

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.

Cited by

4 papers in Pith

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

Audio Deepfake Detection with Half-Truth Localisation Using Cross-Attentive Feature Fusion

Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios

Audio Deepfake Detection at the First Greeting: "Hi!"

Receipt and verification

First computed	2026-07-05T03:29:09.423464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef3d454e458d63cdfeb56775a63d5464eac5faf29cdfad13555b7c85c8d52bd8

Aliases

arxiv: 2111.02813 · arxiv_version: 2111.02813v1 · doi: 10.48550/arxiv.2111.02813 · pith_short_12: 546UKTSFRVR4 · pith_short_16: 546UKTSFRVR437VV · pith_short_8: 546UKTSF

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/546UKTSFRVR437VVM522MPKUMT \
  | 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: ef3d454e458d63cdfeb56775a63d5464eac5faf29cdfad13555b7c85c8d52bd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1980aff293904fcafc1441957299dbfeef1542fdebfb59617b1076a8288220a3",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-04T12:26:34Z",
    "title_canon_sha256": "3e23011e63e26ed628f65308e70c224433c2308521e1023ede59173f31e265e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.02813",
    "kind": "arxiv",
    "version": 1
  }
}