Pith Number

pith:PYAFJK2G

pith:2025:PYAFJK2GFVRFRFVNPRUFUJAKAP

not attested not anchored not stored refs pending

ILT-Iterative LoRA Training through Focus-Feedback-Fix for Multilingual Speech Recognition

Hao Wu, Qingliang Meng, Qing Zhao, Wei Liang, Wei Xu

arxiv:2507.08477 v1 · 2025-07-11 · 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{PYAFJK2GFVRFRFVNPRUFUJAKAP}

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	2026-07-05T11:35:40.641059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e0054ab462d625896ad7c685a240a03c070f9d71021ff70e3309bb7c465ef50

Aliases

arxiv: 2507.08477 · arxiv_version: 2507.08477v1 · doi: 10.48550/arxiv.2507.08477 · pith_short_12: PYAFJK2GFVRF · pith_short_16: PYAFJK2GFVRFRFVN · pith_short_8: PYAFJK2G

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/PYAFJK2GFVRFRFVNPRUFUJAKAP \
  | 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: 7e0054ab462d625896ad7c685a240a03c070f9d71021ff70e3309bb7c465ef50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4083e10c8e00d5a8822695d6e9a05ef8435873097c5af23c8be5d2fd391d42a3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-11T10:38:51Z",
    "title_canon_sha256": "3605d3675db81fe364717b64b6f05af7230523f7cfec6bd97e823561df5535ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08477",
    "kind": "arxiv",
    "version": 1
  }
}