Pith Number

pith:4DRBOI67

pith:2021:4DRBOI674ZKHSQ65AJS7KKCRKB

not attested not anchored not stored refs pending

Self-supervised Speaker Recognition with Loss-gated Learning

Haizhou Li, Kong Aik Lee, Rohan Kumar Das, Ruijie Tao, Ville Hautam\"aki

arxiv:2110.03869 v3 · 2021-10-08 · eess.AS · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4DRBOI674ZKHSQ65AJS7KKCRKB}

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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

Enhancing Self-Supervised Speaker Verification Using Similarity-Connected Graphs and GCN

Receipt and verification

First computed	2026-07-05T04:40:07.835925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0e21723dfe6547943dd0265f52851507f6051e007a552c6d58c28f551cae329

Aliases

arxiv: 2110.03869 · arxiv_version: 2110.03869v3 · doi: 10.48550/arxiv.2110.03869 · pith_short_12: 4DRBOI674ZKH · pith_short_16: 4DRBOI674ZKHSQ65 · pith_short_8: 4DRBOI67

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/4DRBOI674ZKHSQ65AJS7KKCRKB \
  | 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: e0e21723dfe6547943dd0265f52851507f6051e007a552c6d58c28f551cae329

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6b8df88eee248ef3c4143ff35ae66174dd5a8e1ace1e20ba4077384230c3b25",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-10-08T02:57:19Z",
    "title_canon_sha256": "3e5352dbc9aa8d347f7f88f933ebf7d90913938cd379024c8e7b540b881ab14f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.03869",
    "kind": "arxiv",
    "version": 3
  }
}