Pith Number

pith:Z3OYMAW3

pith:2025:Z3OYMAW3DK27CMNYP7ZFQRHEQI

not attested not anchored not stored refs pending

Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes

David Chernin, Ethan Fetaya, Idan Achituve, Neta Glazer, Sharon Gannot

arxiv:2505.23619 v1 · 2025-05-29 · cs.SD · cs.LG · eess.AS

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\usepackage{pith}
\pithnumber{Z3OYMAW3DK27CMNYP7ZFQRHEQI}

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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

Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes

Receipt and verification

First computed	2026-07-05T11:12:12.447095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cedd8602db1ab5f131b87ff25844e4823bd5aaf67a5beef6105620e5f86590fe

Aliases

arxiv: 2505.23619 · arxiv_version: 2505.23619v1 · doi: 10.48550/arxiv.2505.23619 · pith_short_12: Z3OYMAW3DK27 · pith_short_16: Z3OYMAW3DK27CMNY · pith_short_8: Z3OYMAW3

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/Z3OYMAW3DK27CMNYP7ZFQRHEQI \
  | 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: cedd8602db1ab5f131b87ff25844e4823bd5aaf67a5beef6105620e5f86590fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce4119cd154a6e57faa196e1187f61ca8b095887a3ba855e9fc451fc650961d7",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-05-29T16:26:32Z",
    "title_canon_sha256": "cde6df349e23173dbe5c41830dc259311677886e6da4cabcc4398186511e5add"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23619",
    "kind": "arxiv",
    "version": 1
  }
}