Pith Number

pith:7L6V7WHS

pith:2023:7L6V7WHSB35XF5SPHMM7J7LJTA

not attested not anchored not stored refs pending

Detecting Voice Cloning Attacks via Timbre Watermarking

Chang Liu, Jie Zhang, Nenghai Yu, Tianwei Zhang, Weiming Zhang, Xi Yang

arxiv:2312.03410 v1 · 2023-12-06 · cs.SD · cs.MM · 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{7L6V7WHSB35XF5SPHMM7J7LJTA}

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

6 papers in Pith

The Watermark Shortcut: How Provenance Marking Sabotages Audio Deepfake Detection

LambdaMark: Semantic Audio Watermarking for Robustness and Radioactivity

Audio Pirates: Black-box Audio Watermark Removal via Diffusion Priors

XAttnMark: Learning Robust Audio Watermarking with Cross-Attention

HarmonicAttack: An Adaptive Cross-Domain Audio Watermark Removal

Receipt and verification

First computed	2026-07-05T07:21:03.542292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fafd5fd8f20efb72f64f3b19f4fd6998139d502274ecdf85c9a5a96174ec5e65

Aliases

arxiv: 2312.03410 · arxiv_version: 2312.03410v1 · doi: 10.48550/arxiv.2312.03410 · pith_short_12: 7L6V7WHSB35X · pith_short_16: 7L6V7WHSB35XF5SP · pith_short_8: 7L6V7WHS

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/7L6V7WHSB35XF5SPHMM7J7LJTA \
  | 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: fafd5fd8f20efb72f64f3b19f4fd6998139d502274ecdf85c9a5a96174ec5e65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8be462a37e100a74b40c55dcb584ede6250f90a54040c51ec6ee566b7598336",
    "cross_cats_sorted": [
      "cs.MM",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-12-06T10:48:36Z",
    "title_canon_sha256": "4d4606568d02b667390b1116da85b0e182b5695fc8d740f2a9c5483750277aa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03410",
    "kind": "arxiv",
    "version": 1
  }
}