Pith. sign in
Pith Number

pith:5QPF2IQE

pith:2025:5QPF2IQEAJT5BTJQRPKZ7ZA65G
not attested not anchored not stored refs pending

Robust Localization of Partially Fake Speech: Metrics and Out-of-Domain Evaluation

Eng Siong Chng, Haim Permuter, Hieu-Thi Luong, Inbal Rimon, Kong Aik Lee

arxiv:2507.03468 v3 · 2025-07-04 · cs.SD · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5QPF2IQEAJT5BTJQRPKZ7ZA65G}

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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.
Receipt and verification
First computed 2026-07-05T12:01:24.633496Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ec1e5d22040267d0cd308bd59fe41ee9917380289b1e51e27ad42990d1a611d7

Aliases

arxiv: 2507.03468 · arxiv_version: 2507.03468v3 · doi: 10.48550/arxiv.2507.03468 · pith_short_12: 5QPF2IQEAJT5 · pith_short_16: 5QPF2IQEAJT5BTJQ · pith_short_8: 5QPF2IQE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5QPF2IQEAJT5BTJQRPKZ7ZA65G \
  | 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: ec1e5d22040267d0cd308bd59fe41ee9917380289b1e51e27ad42990d1a611d7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5214c03b6cdc32592f7163158a7074757e4a3a5e5aaf7bf2c74c7fdbf006e7ff",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-07-04T10:46:11Z",
    "title_canon_sha256": "e123fcb53d621fd1806ffb9e0a1cb582ce9c5ba666e5422200f264899d28d154"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03468",
    "kind": "arxiv",
    "version": 3
  }
}