Pith Number

pith:7FNPFVKZ

pith:2024:7FNPFVKZX4SL4L4GIV7CFL4SMT

not attested not anchored not stored refs pending

MMGER: Multi-modal and Multi-granularity Generative Error Correction with LLM for Joint Accent and Speech Recognition

Bingshen Mu, Huan Zhou, Kun Wei, Lei Xie, Naijun Zheng, Qijie Shao, Xucheng Wan, Yangze Li

arxiv:2405.03152 v1 · 2024-05-06 · 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{7FNPFVKZX4SL4L4GIV7CFL4SMT}

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	2026-07-05T08:16:28.915708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f95af2d559bf24be2f86457e22af9264e67efa32203323e94bbd8eadabbdfbdd

Aliases

arxiv: 2405.03152 · arxiv_version: 2405.03152v1 · doi: 10.48550/arxiv.2405.03152 · pith_short_12: 7FNPFVKZX4SL · pith_short_16: 7FNPFVKZX4SL4L4G · pith_short_8: 7FNPFVKZ

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/7FNPFVKZX4SL4L4GIV7CFL4SMT \
  | 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: f95af2d559bf24be2f86457e22af9264e67efa32203323e94bbd8eadabbdfbdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a42a0697f6c2fa4d765143b99a99f2075de397bd58ff9b7c03ab4ecd96f10c4d",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-05-06T04:05:19Z",
    "title_canon_sha256": "e17fb3cb8456e28883fb05cea06ac36bf326ff379eee4ea021559e9ace410078"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03152",
    "kind": "arxiv",
    "version": 1
  }
}