Pith Number

pith:XDOUOI4X

pith:2024:XDOUOI4XD5NAMQSG3GKGJO6DX6

not attested not anchored not stored refs pending

ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale

Hector Delgado, Hemlata Tak, Hye-Jin Shim, Ivan Kukanov, Jee-weon Jung, Junichi Yamagishi, Kong Aik Lee, Massimiliano Todisco, Md Sahidullah, Nicholas Evans, Tomi Kinnunen, Xin Wang, Xuechen Liu

arxiv:2408.08739 v1 · 2024-08-16 · eess.AS · cs.AI · cs.SD

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XDOUOI4XD5NAMQSG3GKGJO6DX6}

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

12 papers in Pith

Bridging the Age Gap: Towards Detecting Neural Audio Codec Synthesized Elderly Speech Deepfake

FoeGlass: Simple In-Context Learning Is Enough for Red Teaming Audio Deepfake Detectors

Probing-Guided Layer Selection from Self-Supervised Speech Models for Generalizable Audio Deepfake Detection

I Hear, Therefore I Trust: A Socio-Technical Investigation of Humans as Synthetic Speech Detectors

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio

Receipt and verification

First computed	2026-07-05T08:56:08.490530Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8dd4723971f5a064246d99464bbc3bf82555832afaeafdfd1501fb5b7eb12ee

Aliases

arxiv: 2408.08739 · arxiv_version: 2408.08739v1 · doi: 10.48550/arxiv.2408.08739 · pith_short_12: XDOUOI4XD5NA · pith_short_16: XDOUOI4XD5NAMQSG · pith_short_8: XDOUOI4X

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/XDOUOI4XD5NAMQSG3GKGJO6DX6 \
  | 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: b8dd4723971f5a064246d99464bbc3bf82555832afaeafdfd1501fb5b7eb12ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5e02780077b5ccbb97a6b4df2ace0760742392a65b183bb7cdd2988d949f525",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-08-16T13:37:20Z",
    "title_canon_sha256": "aab72e052d7056a10abe43ae8b3b8b22611507e3e97827438c9fdb7e155852ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08739",
    "kind": "arxiv",
    "version": 1
  }
}