Pith. sign in
Pith Number

pith:CTY6PAVJ

pith:2024:CTY6PAVJBJ6E3WW3PEPTBYDR44
not attested not anchored not stored refs pending

Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes

Kuiyuan Zhang, Rushi Lan, Yifang Guo, Yushu Zhang, Zhongyun Hua

arxiv:2412.12619 v1 · 2024-12-17 · cs.SD · cs.AI · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CTY6PAVJBJ6E3WW3PEPTBYDR44}

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.
Receipt and verification
First computed 2026-07-05T09:50:18.032644Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

14f1e782a90a7c4ddadb791f30e071e72298d0c6e49749ee49d6fce63ec85c85

Aliases

arxiv: 2412.12619 · arxiv_version: 2412.12619v1 · doi: 10.48550/arxiv.2412.12619 · pith_short_12: CTY6PAVJBJ6E · pith_short_16: CTY6PAVJBJ6E3WW3 · pith_short_8: CTY6PAVJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CTY6PAVJBJ6E3WW3PEPTBYDR44 \
  | 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: 14f1e782a90a7c4ddadb791f30e071e72298d0c6e49749ee49d6fce63ec85c85
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8df6da43de0b6e9f979d453547c918cf9f674a2de2d1a6e1d77ce0f9c54ac9cf",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-12-17T07:31:19Z",
    "title_canon_sha256": "b2a1d6ea6b8c43717a3de1805685f40fd4b80a9c4c92d575775abb22c47053c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12619",
    "kind": "arxiv",
    "version": 1
  }
}