Pith Number

pith:O65XJBVQ

pith:2023:O65XJBVQC2L6WHVQNYGJBCQLLK

not attested not anchored not stored refs pending

Powerset multi-class cross entropy loss for neural speaker diarization

Alexis Plaquet (IRIT-SAMoVA), Herv\'e Bredin (IRIT-SAMoVA)

arxiv:2310.13025 v1 · 2023-10-19 · cs.SD · cs.AI · cs.CL · cs.NE · 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{O65XJBVQC2L6WHVQNYGJBCQLLK}

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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

Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm

Receipt and verification

First computed	2026-07-05T07:02:55.991292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77bb7486b01697eb1eb06e0c908a0b5a82b1450a8c929a9f38efe86108c23c13

Aliases

arxiv: 2310.13025 · arxiv_version: 2310.13025v1 · doi: 10.48550/arxiv.2310.13025 · pith_short_12: O65XJBVQC2L6 · pith_short_16: O65XJBVQC2L6WHVQ · pith_short_8: O65XJBVQ

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/O65XJBVQC2L6WHVQNYGJBCQLLK \
  | 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: 77bb7486b01697eb1eb06e0c908a0b5a82b1450a8c929a9f38efe86108c23c13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f2299d6ac4f8c6294043957b94730f52ff1ac44e3814540f084852e33486577",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.NE",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-10-19T06:51:43Z",
    "title_canon_sha256": "015a9eccc573b0cc600bbd5b2065f7bc8420799fabc8c75c76834918d378037c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13025",
    "kind": "arxiv",
    "version": 1
  }
}