Pith Number

pith:5KD5FNQV

pith:2022:5KD5FNQVTKHYVOAEYMRFUJIY4Z

not attested not anchored not stored refs pending

SJTU-AISPEECH System for VoxCeleb Speaker Recognition Challenge 2022

Bei Liu, Bing Han, Houjun Huang, Xu Xiang, Yanmin Qian, Zhengyang Chen

arxiv:2209.09076 v2 · 2022-09-19 · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{5KD5FNQVTKHYVOAEYMRFUJIY4Z}

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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

Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification

Receipt and verification

First computed	2026-07-05T04:59:33.439218Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea87d2b6159a8f8ab804c3225a2518e67c6ddde530ec27177e199b4afd4c24a6

Aliases

arxiv: 2209.09076 · arxiv_version: 2209.09076v2 · doi: 10.48550/arxiv.2209.09076 · pith_short_12: 5KD5FNQVTKHY · pith_short_16: 5KD5FNQVTKHYVOAE · pith_short_8: 5KD5FNQV

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/5KD5FNQVTKHYVOAEYMRFUJIY4Z \
  | 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: ea87d2b6159a8f8ab804c3225a2518e67c6ddde530ec27177e199b4afd4c24a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b927363dffa81b5b8fc42cfefd21315342b0e5fb1c17493b6937f926ac9c441",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-09-19T15:06:42Z",
    "title_canon_sha256": "ad959dd82d720907854d205b7c6f2b297129c7471f17089b0a4244cb62744fea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.09076",
    "kind": "arxiv",
    "version": 2
  }
}