Pith Number

pith:HN35ZJRP

pith:2025:HN35ZJRPGPIYA6NG27JD57HHIP

not attested not anchored not stored refs pending

Mixture of LoRA Experts with Multi-Modal and Multi-Granularity LLM Generative Error Correction for Accented Speech Recognition

Bingshen Mu, Kun Wei, Lei Xie, Pengcheng Guo

arxiv:2507.09116 v3 · 2025-07-12 · 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{HN35ZJRPGPIYA6NG27JD57HHIP}

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	2026-07-05T11:40:00.734926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b77dca62f33d18079a6d7d23efce743f57cf699a05bfae7e47c21a77b8fad17

Aliases

arxiv: 2507.09116 · arxiv_version: 2507.09116v3 · doi: 10.48550/arxiv.2507.09116 · pith_short_12: HN35ZJRPGPIY · pith_short_16: HN35ZJRPGPIYA6NG · pith_short_8: HN35ZJRP

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/HN35ZJRPGPIYA6NG27JD57HHIP \
  | 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: 3b77dca62f33d18079a6d7d23efce743f57cf699a05bfae7e47c21a77b8fad17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58daf453536d1fb3d852d34d3a2a4120353edd49d880ea5f6bd0c5a9e97298ef",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-07-12T02:14:50Z",
    "title_canon_sha256": "fa22cac05eab31cecaff12fd32db2e63e6964ed7877673615ca25ed097d8db15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09116",
    "kind": "arxiv",
    "version": 3
  }
}