Pith Number

pith:4UTCI2RF

pith:2018:4UTCI2RF6GIFET552VEMYBUFUT

not attested not anchored not stored refs pending

On deep speaker embeddings for text-independent speaker recognition

Alexandr Kozlov, Andrey Shulipa, Ivan Kremnev, Sergey Novoselov, Vadim Shchemelinin

arxiv:1804.10080 v1 · 2018-04-26 · cs.SD · cs.CL · eess.AS · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4UTCI2RF6GIFET552VEMYBUFUT}

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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

Self Multi-Head Attention for Speaker Recognition

Receipt and verification

First computed	2026-05-18T00:17:25.183940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e526246a25f190524fbdd548cc0685a4ee3acc0c15892dc320935a5d00273b70

Aliases

arxiv: 1804.10080 · arxiv_version: 1804.10080v1 · doi: 10.48550/arxiv.1804.10080 · pith_short_12: 4UTCI2RF6GIF · pith_short_16: 4UTCI2RF6GIFET55 · pith_short_8: 4UTCI2RF

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/4UTCI2RF6GIFET552VEMYBUFUT \
  | 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: e526246a25f190524fbdd548cc0685a4ee3acc0c15892dc320935a5d00273b70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d82c6bb6cee22a5ac635f17535c9f10cc726a45b086dbc9c28d7619f36eab67",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.AS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2018-04-26T14:22:01Z",
    "title_canon_sha256": "83a09a809bc76cae15968df262bf354709775495a7d059611626ab3b339e84ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.10080",
    "kind": "arxiv",
    "version": 1
  }
}