Pith Number

pith:TWBJBROK

pith:2025:TWBJBROKQBVEASU2T26YSESQWS

not attested not anchored not stored refs pending

Attention2Probability: Attention-Driven Terminology Probability Estimation for Robust Speech-to-Text System

Bin Wang, Jingbo Zhu, Jin Qiu, Jun Zhang, Lu Huang, Tong Xiao, Xiaoqian Liu, Yanfan Du, Yuan Ge

arxiv:2508.18701 v1 · 2025-08-26 · 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{TWBJBROKQBVEASU2T26YSESQWS}

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	2026-07-05T11:59:29.468716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d8290c5ca806a404a9a9ebd891250b4868e593d052fb78a4c4198f78aef7f86

Aliases

arxiv: 2508.18701 · arxiv_version: 2508.18701v1 · doi: 10.48550/arxiv.2508.18701 · pith_short_12: TWBJBROKQBVE · pith_short_16: TWBJBROKQBVEASU2 · pith_short_8: TWBJBROK

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/TWBJBROKQBVEASU2T26YSESQWS \
  | 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: 9d8290c5ca806a404a9a9ebd891250b4868e593d052fb78a4c4198f78aef7f86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d899945dc279fc4e34ff53dcdfb2f8064344de37f31263f9160ab3d24c7d77f8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-26T06:08:17Z",
    "title_canon_sha256": "37e01ac21ce607e48f605416e5b2328e651ba4dc44f13e412c89a6ed1d6d8dc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18701",
    "kind": "arxiv",
    "version": 1
  }
}