Pith Number

pith:YKPA3YCD

pith:2024:YKPA3YCDBPQ2NQZM4AZDPI3IEI

not attested not anchored not stored refs pending

Detecting music deepfakes is easy but actually hard

Darius Afchar, Gabriel Meseguer-Brocal, Romain Hennequin

arxiv:2405.04181 v2 · 2024-05-07 · cs.SD · cs.LG · 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{YKPA3YCDBPQ2NQZM4AZDPI3IEI}

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

5 papers in Pith

Learning to Evade: Adaptive Attacks on Audio Watermarking

Probing Token Spaces under Generator Shift in AI-Generated Music Detection

HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark

Explainable Detection of Machine Generated Music and Early Systematic Evaluation

ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics

Receipt and verification

First computed	2026-07-05T08:21:54.090361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c29e0de0430be1a6c32ce03237a3682232723441d24f690c622e331962fe1485

Aliases

arxiv: 2405.04181 · arxiv_version: 2405.04181v2 · doi: 10.48550/arxiv.2405.04181 · pith_short_12: YKPA3YCDBPQ2 · pith_short_16: YKPA3YCDBPQ2NQZM · pith_short_8: YKPA3YCD

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/YKPA3YCDBPQ2NQZM4AZDPI3IEI \
  | 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: c29e0de0430be1a6c32ce03237a3682232723441d24f690c622e331962fe1485

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec16505fdc1e91b080693e9e89668c435b6085c050400914d83621c461e41615",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-05-07T10:39:19Z",
    "title_canon_sha256": "fcab2cc4c62bfcfece5bd4afee4aa3d764329dbf18f990c391ff6bc162fcb4d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.04181",
    "kind": "arxiv",
    "version": 2
  }
}