Pith Number

pith:I4I6ZEKM

pith:2024:I4I6ZEKMQTUQOKPMPOTG2K44IE

not attested not anchored not stored refs pending

WavLM model ensemble for audio deepfake detection

Adriana Stan, Dan Oneata, David Combei, Horia Cucu

arxiv:2408.07414 v1 · 2024-08-14 · eess.AS

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

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\usepackage{pith}
\pithnumber{I4I6ZEKMQTUQOKPMPOTG2K44IE}

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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

2 papers in Pith

Anchoring the Unknown: Open-Set Model Attribution via Proxy-Anchor Learning

A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators

Receipt and verification

First computed	2026-07-05T08:55:24.986782Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4711ec914c84e90729ec7ba66d2b9c41244374dc4392da2896f3d50fb37d98cf

Aliases

arxiv: 2408.07414 · arxiv_version: 2408.07414v1 · doi: 10.48550/arxiv.2408.07414 · pith_short_12: I4I6ZEKMQTUQ · pith_short_16: I4I6ZEKMQTUQOKPM · pith_short_8: I4I6ZEKM

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/I4I6ZEKMQTUQOKPMPOTG2K44IE \
  | 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: 4711ec914c84e90729ec7ba66d2b9c41244374dc4392da2896f3d50fb37d98cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b69242ed3b854c5880758c0307b28de1e2c90a71b65db69bd3bfcc484aa1727d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-08-14T09:43:35Z",
    "title_canon_sha256": "d8c5decef4c8df0465ab3ee9dac6414d367c4f6f6d05f935f91fddc5fa5fd09c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07414",
    "kind": "arxiv",
    "version": 1
  }
}