Pith Number

pith:UZEM3H2Q

pith:2025:UZEM3H2QINSDS53FMGW4CMGUUJ

not attested not anchored not stored refs pending

What You Read Isn't What You Hear: Linguistic Sensitivity in Deepfake Speech Detection

Binh Nguyen, Ryan Ofman, Shuji Shi, Thai Le

arxiv:2505.17513 v1 · 2025-05-23 · cs.LG · cs.CL · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UZEM3H2QINSDS53FMGW4CMGUUJ}

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	2026-07-05T11:08:27.336654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a648cd9f50436439776561adc130d4a27615429694bc5569ff9ccf406b72288d

Aliases

arxiv: 2505.17513 · arxiv_version: 2505.17513v1 · doi: 10.48550/arxiv.2505.17513 · pith_short_12: UZEM3H2QINSD · pith_short_16: UZEM3H2QINSDS53F · pith_short_8: UZEM3H2Q

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/UZEM3H2QINSDS53FMGW4CMGUUJ \
  | 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: a648cd9f50436439776561adc130d4a27615429694bc5569ff9ccf406b72288d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d02ac825df407bf8da368190ed8e612ad8584a3269c1cb2e9a57dcac6ad2339",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-23T06:06:37Z",
    "title_canon_sha256": "ef8e690c7d5230c643ad883cfade25622c06ffb0bfbf145dce0d393445d5cb36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17513",
    "kind": "arxiv",
    "version": 1
  }
}