Pith Number

pith:ACF3ZKUK

pith:2022:ACF3ZKUKOWZA3TUOJJ5AO35ECT

not attested not anchored not stored refs pending

Error Correction in ASR using Sequence-to-Sequence Models

Ayush Maheshwari, Ganesh Ramakrishnan, Preethi Jyothi, Samrat Dutta, Shreyansh Jain, Souvik Pal

arxiv:2202.01157 v2 · 2022-02-02 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ACF3ZKUKOWZA3TUOJJ5AO35ECT}

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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

GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems

Receipt and verification

First computed	2026-07-05T04:50:52.991334Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

008bbcaa8a75b20dce8e4a7a076fa414c7a0c14297de4c4c541ce8e3d0054fd6

Aliases

arxiv: 2202.01157 · arxiv_version: 2202.01157v2 · doi: 10.48550/arxiv.2202.01157 · pith_short_12: ACF3ZKUKOWZA · pith_short_16: ACF3ZKUKOWZA3TUO · pith_short_8: ACF3ZKUK

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/ACF3ZKUKOWZA3TUOJJ5AO35ECT \
  | 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: 008bbcaa8a75b20dce8e4a7a076fa414c7a0c14297de4c4c541ce8e3d0054fd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57cacdd97309015e8fae6fa582d026d77f8cbab87d0cf9fffef8cc760305a426",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-02-02T17:32:59Z",
    "title_canon_sha256": "09445a6a27a7b5c26ca1f591fff1db7faac7d2432feb1834591b1c877c5627e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.01157",
    "kind": "arxiv",
    "version": 2
  }
}