Pith Number

pith:G5CLI2F3

pith:2024:G5CLI2F3MHO7MG2DY5TAA54FJ5

not attested not anchored not stored refs pending

Classification of Spontaneous and Scripted Speech for Multilingual Audio

Andrew McDowell, Emmanouil Benetos, Mariano Beguerisse-D\'iaz, Shahar Elisha

arxiv:2412.11896 v1 · 2024-12-16 · 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{G5CLI2F3MHO7MG2DY5TAA54FJ5}

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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

SEAM: Shortcut-Aware Real-Time Detection of Scripted vs. Spontaneous Speech for Interview Guardrails

Receipt and verification

First computed	2026-07-05T09:49:53.264650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3744b468bb61ddf61b43c7660077854f5aacc1a503063e2f6398b4c2fc8a2983

Aliases

arxiv: 2412.11896 · arxiv_version: 2412.11896v1 · doi: 10.48550/arxiv.2412.11896 · pith_short_12: G5CLI2F3MHO7 · pith_short_16: G5CLI2F3MHO7MG2D · pith_short_8: G5CLI2F3

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/G5CLI2F3MHO7MG2DY5TAA54FJ5 \
  | 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: 3744b468bb61ddf61b43c7660077854f5aacc1a503063e2f6398b4c2fc8a2983

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1eb934336b4d5eb692cabce09f36e9700641d49de4993d88a07137721af4c63d",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-16T15:45:10Z",
    "title_canon_sha256": "6312bb0f744a1c819b8c3438388b8b0eddb962525e75b5efc6680c1f7a4b550e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11896",
    "kind": "arxiv",
    "version": 1
  }
}