Pith Number

pith:CYJ5AYXJ

pith:2025:CYJ5AYXJ25OJOIUQBPRTCC35WW

not attested not anchored not stored refs pending

Towards Generalized Source Tracing for Codec-Based Deepfake Speech

Haibin Wu, Hung-yi Lee, I-Ming Lin, Jyh-Shing Roger Jang, Lin Zhang, Xuanjun Chen

arxiv:2506.07294 v3 · 2025-06-08 · cs.SD · cs.CR · 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{CYJ5AYXJ25OJOIUQBPRTCC35WW}

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

Mitigating Proxy-to-Wild Domain Gap in Deepfake Speech

Joint Fullband-Subband Modeling for High-Resolution SingFake Detection

HCFD: A Benchmark for Audio Deepfake Detection in Healthcare

Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages

Receipt and verification

First computed	2026-07-05T11:54:48.090665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1613d062e9d75c9722900be3310b7db5a036069461795098442c418be4a1b074

Aliases

arxiv: 2506.07294 · arxiv_version: 2506.07294v3 · doi: 10.48550/arxiv.2506.07294 · pith_short_12: CYJ5AYXJ25OJ · pith_short_16: CYJ5AYXJ25OJOIUQ · pith_short_8: CYJ5AYXJ

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/CYJ5AYXJ25OJOIUQBPRTCC35WW \
  | 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: 1613d062e9d75c9722900be3310b7db5a036069461795098442c418be4a1b074

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d38a6f776006fb4ee58437e483f0d06b99be76f338dfc76259ccfda8bf813564",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-06-08T21:36:10Z",
    "title_canon_sha256": "2405ed2775b38bd7b81250cc427bc6d57850049041266fc85d9c9a37294a712e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07294",
    "kind": "arxiv",
    "version": 3
  }
}