Pith Number

pith:VNKNQJMJ

pith:2019:VNKNQJMJL5QAUIOWKDGCM7AQL6

not attested not anchored not stored refs pending

Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model

Boris Ginsburg, Mariya Popova, Oleksii Hrinchuk

arxiv:1910.10697 v1 · 2019-10-23 · cs.CL · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VNKNQJMJL5QAUIOWKDGCM7AQL6}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T00:14:27.341213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab54d825895f600a21d650cc267c105fb73401f22409bbf8bba0ea2a84305b03

Aliases

arxiv: 1910.10697 · arxiv_version: 1910.10697v1 · doi: 10.48550/arxiv.1910.10697 · pith_short_12: VNKNQJMJL5QA · pith_short_16: VNKNQJMJL5QAUIOW · pith_short_8: VNKNQJMJ

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/VNKNQJMJL5QAUIOWKDGCM7AQL6 \
  | 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: ab54d825895f600a21d650cc267c105fb73401f22409bbf8bba0ea2a84305b03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e119130a9181fa428851d1460edd2782df75ba3523d1928fd5bdf9cd82b10665",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-10-23T17:57:11Z",
    "title_canon_sha256": "2b7c04bf98c7a4cbc4cddc20cebda6fdb06dec13110e5909a4f47b24682675c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.10697",
    "kind": "arxiv",
    "version": 1
  }
}