Pith Number

pith:UDUTZOYK

pith:2025:UDUTZOYKAMWG53PC4O2QSP6EIK

not attested not anchored not stored refs pending

ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech

Cheng Gong, Chengzhe Sun, Florian Lux, Ge Zhu, Hanjie Guo, H\'ector Delgado, Hemlata Tak, Hye-Jin Shim, Ivan Kukanov, Jee-weon Jung, Junichi Yamagishi, Kong Aik Lee, Liping Chen, Massimiliano Todisco, Md Sahidullah, Myeonghun Jeong, Nicholas Evans, Nicolas M\"uller, S\'ebastien Le Maguer, Shuwei Hou, Siwei Lyu, Soumi Maiti, Tomi Kinnunen, Vishwanath Singh, Wangyou Zhang, Xin Wang, Xuechen Liu, Yongyi Zang, You Zhang

arxiv:2502.08857 v4 · 2025-02-13 · 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{UDUTZOYKAMWG53PC4O2QSP6EIK}

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

3 papers in Pith

SpAArSIST: Sparsified AASIST for Efficient and Reliable Anti-Spoofing

Evaluating Generalization and Robustness in Russian Anti-Spoofing: The RuASD Initiative

ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection

Receipt and verification

First computed	2026-07-05T10:53:52.384933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0e93cbb0a032c6eede2e3b5093fc442a0de443c3c5d70a39f32738771d43798

Aliases

arxiv: 2502.08857 · arxiv_version: 2502.08857v4 · doi: 10.48550/arxiv.2502.08857 · pith_short_12: UDUTZOYKAMWG · pith_short_16: UDUTZOYKAMWG53PC · pith_short_8: UDUTZOYK

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/UDUTZOYKAMWG53PC4O2QSP6EIK \
  | 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: a0e93cbb0a032c6eede2e3b5093fc442a0de443c3c5d70a39f32738771d43798

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fb34c8d6dbb855be51c6a18085369a99eb4a168168880f67abf025dc2820ab6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-02-13T00:15:54Z",
    "title_canon_sha256": "b0d9bcd42c54e78f3c539f42b8c8e7ead0bf33419782766c3cc065c0dd26bcef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08857",
    "kind": "arxiv",
    "version": 4
  }
}