Pith Number

pith:BUH2UFZ3

pith:2025:BUH2UFZ3QEXEDETKH7PM6FL45N

not attested not anchored not stored refs pending

The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents

Dong Yang, Haoyang Li, Kaixiang Yao, Lixu Wang, Wei Dong, Xiaofeng Wang, Xinfeng Li

arxiv:2507.10016 v2 · 2025-07-14 · cs.CR · 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{BUH2UFZ3QEXEDETKH7PM6FL45N}

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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

2 papers in Pith

Uncertainty-based Debiasing and Unlearning for Decontamination

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents

Receipt and verification

First computed	2026-07-05T11:56:21.329463Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d0faa173b812e41926a3fdecf157ceb5952e5a09e1772d548959a404559f580

Aliases

arxiv: 2507.10016 · arxiv_version: 2507.10016v2 · doi: 10.48550/arxiv.2507.10016 · pith_short_12: BUH2UFZ3QEXE · pith_short_16: BUH2UFZ3QEXEDETK · pith_short_8: BUH2UFZ3

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/BUH2UFZ3QEXEDETKH7PM6FL45N \
  | 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: 0d0faa173b812e41926a3fdecf157ceb5952e5a09e1772d548959a404559f580

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da95f7bdf9d08173ad7d1d9e45a13bd4c142d4c7b7238dc37610652b6144582a",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-14T07:51:56Z",
    "title_canon_sha256": "c17ceba440a56ea064b25016aa9defd72e7244a8dd0b802bc4a048d0035d17a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10016",
    "kind": "arxiv",
    "version": 2
  }
}