Pith Number

pith:ITMF3YH5

pith:2022:ITMF3YH572BPRAUXKX6UA6GE4U

not attested not anchored not stored refs pending

Fast and accurate factorized neural transducer for text adaption of end-to-end speech recognition models

Jian Xue, Jinyu Li, Partha Parthasarathy, Rui Zhao, Veljko Miljanic

arxiv:2212.01992 v2 · 2022-12-05 · 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{ITMF3YH572BPRAUXKX6UA6GE4U}

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	2026-07-05T05:44:51.809853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44d85de0fdfe82f8829755fd4078c4e51f2419a08d3d9943bea1c51b2433d541

Aliases

arxiv: 2212.01992 · arxiv_version: 2212.01992v2 · doi: 10.48550/arxiv.2212.01992 · pith_short_12: ITMF3YH572BP · pith_short_16: ITMF3YH572BPRAUX · pith_short_8: ITMF3YH5

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/ITMF3YH572BPRAUXKX6UA6GE4U \
  | 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: 44d85de0fdfe82f8829755fd4078c4e51f2419a08d3d9943bea1c51b2433d541

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c69736dea9186b638c7ebcdb91cb4d1f7e3e82b6dc568377d4a769f3334a158",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-05T02:52:21Z",
    "title_canon_sha256": "196700254e7bc807da6b101fd0f3947d10ca182158836ce1735e4a1ef90d2baa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.01992",
    "kind": "arxiv",
    "version": 2
  }
}