Pith Number

pith:DZCNSJ2G

pith:2019:DZCNSJ2G4ATZ5U7PYU3GQ4APUW

not attested not anchored not stored refs pending

A study of semi-supervised speaker diarization system using gan mixture model

Manoj Kumar, Monisankha Pal, Raghuveer Peri, Shrikanth Narayanan

arxiv:1910.11416 v1 · 2019-10-24 · eess.AS · cs.SD

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DZCNSJ2G4ATZ5U7PYU3GQ4APUW}

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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.

Receipt and verification

First computed	2026-07-05T00:14:46.095481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e44d92746e0279ed3efc53668700fa5ad0d0599a01760c78401323b79a54b57

Aliases

arxiv: 1910.11416 · arxiv_version: 1910.11416v1 · doi: 10.48550/arxiv.1910.11416 · pith_short_12: DZCNSJ2G4ATZ · pith_short_16: DZCNSJ2G4ATZ5U7P · pith_short_8: DZCNSJ2G

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/DZCNSJ2G4ATZ5U7PYU3GQ4APUW \
  | 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: 1e44d92746e0279ed3efc53668700fa5ad0d0599a01760c78401323b79a54b57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bfd7e49c314735494dff4e75488ace5f82286cedbfee06291a9f3278ae9a568",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2019-10-24T20:34:35Z",
    "title_canon_sha256": "f2d2ca9cffa06a610f87723804d37e61bd040146be361e126b015e8129c55f8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.11416",
    "kind": "arxiv",
    "version": 1
  }
}