Pith Number

pith:KUAFP7ML

pith:2025:KUAFP7MLWCHSHPVBLWQOX5GQFL

not attested not anchored not stored refs pending

Improving Neural Diarization through Speaker Attribute Attractors and Local Dependency Modeling

David Palzer, Eric Fosler-Lussier, Matthew Maciejewski

arxiv:2506.05593 v1 · 2025-06-05 · 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{KUAFP7MLWCHSHPVBLWQOX5GQFL}

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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

Improving Neural Diarization through Speaker Attribute Attractors and Local Dependency Modeling

Receipt and verification

First computed	2026-07-05T11:17:06.486505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

550057fd8bb08f23bea15da0ebf4d02af57bf41f8f08f89b40b20030ae66d2d6

Aliases

arxiv: 2506.05593 · arxiv_version: 2506.05593v1 · doi: 10.48550/arxiv.2506.05593 · pith_short_12: KUAFP7MLWCHS · pith_short_16: KUAFP7MLWCHSHPVB · pith_short_8: KUAFP7ML

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/KUAFP7MLWCHSHPVBLWQOX5GQFL \
  | 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: 550057fd8bb08f23bea15da0ebf4d02af57bf41f8f08f89b40b20030ae66d2d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3c2ba04f1a6ed53ea04929e3efcff17e975c1c4374d72e79d5ad51b4b86bb08",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-06-05T21:12:14Z",
    "title_canon_sha256": "cc00a47207e15d358c4bbc6274a4b707af0ab7d44a636dee3d858485bb3eef0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05593",
    "kind": "arxiv",
    "version": 1
  }
}