Pith Number

pith:7W4ZAW23

pith:2022:7W4ZAW23MYW4HERWDEKZQ555ZA

not attested not anchored not stored refs pending

Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies

Gaofeng Cheng, Haoran Miao, Keqi Deng, Sanli Tian, Ta Li, Yonghong Yan, Zehan Li

arxiv:2207.02495 v1 · 2022-07-06 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7W4ZAW23MYW4HERWDEKZQ555ZA}

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	2026-07-05T04:38:04.099941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdb9905b5b662dc3923619159877bdc805e8a18f42ed32cbf349cf8e1366a7e2

Aliases

arxiv: 2207.02495 · arxiv_version: 2207.02495v1 · doi: 10.48550/arxiv.2207.02495 · pith_short_12: 7W4ZAW23MYW4 · pith_short_16: 7W4ZAW23MYW4HERW · pith_short_8: 7W4ZAW23

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/7W4ZAW23MYW4HERWDEKZQ555ZA \
  | 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: fdb9905b5b662dc3923619159877bdc805e8a18f42ed32cbf349cf8e1366a7e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37ce27d97c44d89e3a4286aa7b0dcf7204c1070fe7d1074a8d484b6b4b9b9d41",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2022-07-06T07:59:54Z",
    "title_canon_sha256": "7bd9864e3e3c836b06da8485c627ffced92cd081aca85c1c40bf32f26aa2322e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.02495",
    "kind": "arxiv",
    "version": 1
  }
}