Pith Number

pith:ULDDS746

pith:2019:ULDDS746ZLGLYACDRODEEYJVAZ

not attested not anchored not stored refs pending

Speaker diarization using latent space clustering in generative adversarial network

Catherine Lord, Manoj Kumar, Monisankha Pal, Raghuveer Peri, Shrikanth Narayanan, So Hyun Kim, Somer Bishop, Tae Jin Park

arxiv:1910.11398 v1 · 2019-10-24 · 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{ULDDS746ZLGLYACDRODEEYJVAZ}

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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	2026-07-05T00:14:45.934035Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2c6397f9ecaccbc00438b86426135064b6c7a6d8583c64b7261fdefaab43106

Aliases

arxiv: 1910.11398 · arxiv_version: 1910.11398v1 · doi: 10.48550/arxiv.1910.11398 · pith_short_12: ULDDS746ZLGL · pith_short_16: ULDDS746ZLGLYACD · pith_short_8: ULDDS746

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/ULDDS746ZLGLYACDRODEEYJVAZ \
  | 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: a2c6397f9ecaccbc00438b86426135064b6c7a6d8583c64b7261fdefaab43106

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8ca64e1fcbba3f5719c9c58f4debe739186d7e749e3ed25c62b5231f439017c",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2019-10-24T19:52:45Z",
    "title_canon_sha256": "7cd642d731252f4a5cf916d4419ad4021d02dad80287254f77a62d67cf29dee0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.11398",
    "kind": "arxiv",
    "version": 1
  }
}