Pith Number

pith:VVBORYNS

pith:2024:VVBORYNS5M5UI4PB5QNRF7T6MA

not attested not anchored not stored refs pending

Large Language Model Should Understand Pinyin for Chinese ASR Error Correction

Hao Yang, Huan Zhao, Min Zhang, Wei Tang, Xiaofeng Zhao, Xiaosong Qiao, Yuang Li

arxiv:2409.13262 v1 · 2024-09-20 · cs.CL · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{VVBORYNS5M5UI4PB5QNRF7T6MA}

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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

Non-Intrusive Automatic Speech Recognition Refinement: A Survey

Receipt and verification

First computed	2026-07-05T09:09:31.936409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad42e8e1b2eb3b4471e1ec1b12fe7e601a4ed339964550c272d969849559ce8a

Aliases

arxiv: 2409.13262 · arxiv_version: 2409.13262v1 · doi: 10.48550/arxiv.2409.13262 · pith_short_12: VVBORYNS5M5U · pith_short_16: VVBORYNS5M5UI4PB · pith_short_8: VVBORYNS

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/VVBORYNS5M5UI4PB5QNRF7T6MA \
  | 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: ad42e8e1b2eb3b4471e1ec1b12fe7e601a4ed339964550c272d969849559ce8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2086e5d93e71b52639153f46714c35b50f61c2e09025c67d43c368fcc088fd69",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-20T06:50:56Z",
    "title_canon_sha256": "31d02251785a5d7ccc0070b0427fa1dd028c4027059518bf630958d086ccbf52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13262",
    "kind": "arxiv",
    "version": 1
  }
}