Pith Number

pith:BWIKTLZA

pith:2019:BWIKTLZAB3XACTMDTRLFAU5J7Z

not attested not anchored not stored refs pending

Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging

Binh Nguyen, Hien Nguyen, Luong Chi Mai, Pham Ngoc Phuong, Quoc Truong Do, The-Loc Nguyen, Vu Bao Hung Nguyen

arxiv:1908.02404 v1 · 2019-08-07 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BWIKTLZAB3XACTMDTRLFAU5J7Z}

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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

Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging

Receipt and verification

First computed	2026-07-04T23:52:08.550845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d90a9af200eee014d839c565053a9fe65119857780b98aa0449af6fc82782bd

Aliases

arxiv: 1908.02404 · arxiv_version: 1908.02404v1 · doi: 10.48550/arxiv.1908.02404 · pith_short_12: BWIKTLZAB3XA · pith_short_16: BWIKTLZAB3XACTMD · pith_short_8: BWIKTLZA

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/BWIKTLZAB3XACTMDTRLFAU5J7Z \
  | 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: 0d90a9af200eee014d839c565053a9fe65119857780b98aa0449af6fc82782bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb68b111d33203da80c269fffe11d49a10cbb3528a6e24324622819a2ed0431a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-08-07T00:04:58Z",
    "title_canon_sha256": "fb1857b3893ef2deb62b5d13ed29a0f160c851eff3911ee0b0ac4578f3187859"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.02404",
    "kind": "arxiv",
    "version": 1
  }
}