Pith Number

pith:MARD6XVQ

pith:2024:MARD6XVQOQCBZG7EMKZQY4DD55

not attested not anchored not stored refs pending

EEND-M2F: Masked-attention mask transformers for speaker diarization

Lahiru Samarakoon, Marc H\"ark\"onen, Samuel J. Broughton

arxiv:2401.12600 v1 · 2024-01-23 · cs.SD · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MARD6XVQOQCBZG7EMKZQY4DD55}

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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	2026-07-05T07:36:33.073272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60223f5eb074041c9be462b30c7063ef7c53823185b76aa6dce9fec974688170

Aliases

arxiv: 2401.12600 · arxiv_version: 2401.12600v1 · doi: 10.48550/arxiv.2401.12600 · pith_short_12: MARD6XVQOQCB · pith_short_16: MARD6XVQOQCBZG7E · pith_short_8: MARD6XVQ

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/MARD6XVQOQCBZG7EMKZQY4DD55 \
  | 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: 60223f5eb074041c9be462b30c7063ef7c53823185b76aa6dce9fec974688170

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a81c7141cfe7963eb089a293ebefc27838ed1e39dc1bcae7e556ca1f49528a8d",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-01-23T09:56:59Z",
    "title_canon_sha256": "7ec53ac09ed0db2387db7f0c805dd35fe1419d8a3fa7290fce46ea070a724806"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12600",
    "kind": "arxiv",
    "version": 1
  }
}