Pith Number

pith:ZT6DUCNX

pith:2024:ZT6DUCNX73PJ6GYSZHFKXH6ENB

not attested not anchored not stored refs pending

Investigating Causal Cues: Strengthening Spoofed Audio Detection with Human-Discernible Linguistic Features

Christine Mallinson, Jianwu Wang, Lavon Davis, Tolulope Ale, Vandana P. Janeja, Zahra Khanjani

arxiv:2409.06033 v1 · 2024-09-09 · cs.SD · cs.CL · 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{ZT6DUCNX73PJ6GYSZHFKXH6ENB}

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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

Linguistically Augmented Audio Speech Data (LinguAS)

Receipt and verification

First computed	2026-07-05T09:05:01.211688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccfc3a09b7fede9f1b12c9caab9fc4687d232f41e442854d3094a7d66a369e72

Aliases

arxiv: 2409.06033 · arxiv_version: 2409.06033v1 · doi: 10.48550/arxiv.2409.06033 · pith_short_12: ZT6DUCNX73PJ · pith_short_16: ZT6DUCNX73PJ6GYS · pith_short_8: ZT6DUCNX

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/ZT6DUCNX73PJ6GYSZHFKXH6ENB \
  | 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: ccfc3a09b7fede9f1b12c9caab9fc4687d232f41e442854d3094a7d66a369e72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d34d84cc9afbc0c444c87dcf2b269ca496ac70736e8015bacebf6dc6811d5649",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-09-09T19:47:57Z",
    "title_canon_sha256": "1e35b7a67ab6456c0dc0b9368e9cd719ce754a3aa77d2279813cfef4c147dc87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.06033",
    "kind": "arxiv",
    "version": 1
  }
}