Pith Number

pith:QOFVIVNC

pith:2024:QOFVIVNCJUDQT2TNPXH2G6A3VP

not attested not anchored not stored refs pending

I Can Hear You: Selective Robust Training for Deepfake Audio Detection

Aroon Sankoh, Chengzhi Mao, Emanuel Mendiola-Ortiz, Junfeng Yang, Wei Hao, William Lin, Zirui Zhang

arxiv:2411.00121 v1 · 2024-10-31 · cs.SD · cs.AI · 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{QOFVIVNCJUDQT2TNPXH2G6A3VP}

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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

Escaping the Linearity Trap: Manifold Detours for Black-Box Adversarial Attacks on Singing Audio Deepfake Detection

Receipt and verification

First computed	2026-07-05T09:29:37.792604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

838b5455a24d0709ea6d7dcfa3781babd21532736a78aacb0df8a912b91a92f3

Aliases

arxiv: 2411.00121 · arxiv_version: 2411.00121v1 · doi: 10.48550/arxiv.2411.00121 · pith_short_12: QOFVIVNCJUDQ · pith_short_16: QOFVIVNCJUDQT2TN · pith_short_8: QOFVIVNC

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/QOFVIVNCJUDQT2TNPXH2G6A3VP \
  | 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: 838b5455a24d0709ea6d7dcfa3781babd21532736a78aacb0df8a912b91a92f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5daf650dd672c0e6429f6a7be31b485788b99d0fc1390463d01a0945b801e6b",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-10-31T18:21:36Z",
    "title_canon_sha256": "42282d18ccd5e6afb8a97279ff10b2b9c8bc5efd1e15ce23afd6dc3f9b3390ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00121",
    "kind": "arxiv",
    "version": 1
  }
}