Pith Number

pith:LASCAYAJ

pith:2024:LASCAYAJPHPQKKUC5TXM47XKUE

not attested not anchored not stored refs pending

LLM-based speaker diarization correction: A generalizable approach

Anzar Abbas, Georgios Efstathiadis, Vijay Yadav

arxiv:2406.04927 v3 · 2024-06-07 · eess.AS · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LASCAYAJPHPQKKUC5TXM47XKUE}

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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

Iterative LLM-based improvement for French Clinical Interview Transcription and Speaker Diarization

Receipt and verification

First computed	2026-07-05T10:32:27.339057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

582420600979df052a82eceece7eeaa10123065ba7c83e08340bd611a1cf0e9f

Aliases

arxiv: 2406.04927 · arxiv_version: 2406.04927v3 · doi: 10.48550/arxiv.2406.04927 · pith_short_12: LASCAYAJPHPQ · pith_short_16: LASCAYAJPHPQKKUC · pith_short_8: LASCAYAJ

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/LASCAYAJPHPQKKUC5TXM47XKUE \
  | 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: 582420600979df052a82eceece7eeaa10123065ba7c83e08340bd611a1cf0e9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5047640cfa7b3b71f85a18d01ab77762cd3ae1db134a1d9ac8cc0dda2c5c304a",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-06-07T13:33:22Z",
    "title_canon_sha256": "a155861779d18d335c97fe7d614f4a98430ce4ea26c3f5b2cf13250e9ea36358"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04927",
    "kind": "arxiv",
    "version": 3
  }
}