Pith Number

pith:BEUZATIG

pith:2024:BEUZATIGF6KOS3PPRTNNDESUSW

not attested not anchored not stored refs pending

How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio?

Haizhou Li, Lin Zhang, Rohan Kumar Das, Ruijie Tao, Tianchi Liu, Yi Ma

arxiv:2406.02483 v1 · 2024-06-04 · eess.AS · cs.AI · cs.SD

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

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\usepackage{pith}
\pithnumber{BEUZATIGF6KOS3PPRTNNDESUSW}

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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

1 paper in Pith

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Receipt and verification

First computed	2026-07-05T08:27:20.434101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0929904d062f94e96def8cdad1925495957dd1ecda8fda80c7cd0ea8eb0b255e

Aliases

arxiv: 2406.02483 · arxiv_version: 2406.02483v1 · doi: 10.48550/arxiv.2406.02483 · pith_short_12: BEUZATIGF6KO · pith_short_16: BEUZATIGF6KOS3PP · pith_short_8: BEUZATIG

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/BEUZATIGF6KOS3PPRTNNDESUSW \
  | 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: 0929904d062f94e96def8cdad1925495957dd1ecda8fda80c7cd0ea8eb0b255e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae0765297661a19dc45af7fb675b680e6220a5214a6eff162041ef75f5e99d71",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-06-04T16:51:42Z",
    "title_canon_sha256": "21102d1b3ab1612b914de9d4cf0ec146b7bd6a5f9ac10fd7ba1079c3f4b97aae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02483",
    "kind": "arxiv",
    "version": 1
  }
}