Pith Number

pith:5E357ERQ

pith:2025:5E357ERQXR44ZV7QI53N7MPA5C

not attested not anchored not stored refs pending

What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain

Ankur Kumar, Gaurav Bharaj, Petr Grinberg, Surya Koppisetti

arxiv:2501.13887 v2 · 2025-01-23 · cs.LG · 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{5E357ERQXR44ZV7QI53N7MPA5C}

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.

Cited by

1 paper in Pith

SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks

Receipt and verification

First computed	2026-07-05T11:18:17.229714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e937df9230bc79ccd7f04776dfb1e0e8aabbbdee5766279b90ad0c56ef3854de

Aliases

arxiv: 2501.13887 · arxiv_version: 2501.13887v2 · doi: 10.48550/arxiv.2501.13887 · pith_short_12: 5E357ERQXR44 · pith_short_16: 5E357ERQXR44ZV7Q · pith_short_8: 5E357ERQ

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/5E357ERQXR44ZV7QI53N7MPA5C \
  | 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: e937df9230bc79ccd7f04776dfb1e0e8aabbbdee5766279b90ad0c56ef3854de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c082e2efe65fd63ccb1cf5e342fa5a11559b38aa8512cf295903eda8d0b3fb8",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-23T18:00:14Z",
    "title_canon_sha256": "f79cad5b7638297cfbf30387e2759ac1fad91ae6fd0cbed151991d815ac6927f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13887",
    "kind": "arxiv",
    "version": 2
  }
}