Pith Number

pith:PCVCBVPV

pith:2023:PCVCBVPV6DLDGIVDQBLWSR6R3P

not attested not anchored not stored refs pending

Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach

Jagadeesh Balam, Kunal Dhawan, Nithin Koluguri, Tae Jin Park

arxiv:2309.05248 v3 · 2023-09-11 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PCVCBVPV6DLDGIVDQBLWSR6R3P}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T06:50:30.459648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78aa20d5f5f0d63322a380576947d1dbedef2aba8ea87578b3214c52abd55170

Aliases

arxiv: 2309.05248 · arxiv_version: 2309.05248v3 · doi: 10.48550/arxiv.2309.05248 · pith_short_12: PCVCBVPV6DLD · pith_short_16: PCVCBVPV6DLDGIVD · pith_short_8: PCVCBVPV

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/PCVCBVPV6DLDGIVDQBLWSR6R3P \
  | 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: 78aa20d5f5f0d63322a380576947d1dbedef2aba8ea87578b3214c52abd55170

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93ab925f28886a63aac1eca3aba6c3daee7a38194b5ce0c00ff7804ea200e3e9",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-09-11T05:47:56Z",
    "title_canon_sha256": "9b7d873119b347f193a723e2a403ff02eb58910a49bb43858a0306571a3a9130"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.05248",
    "kind": "arxiv",
    "version": 3
  }
}