Pith Number

pith:MEQQHI7J

pith:2025:MEQQHI7JF5BDB5OOYVAGQTVKPU

not attested not anchored not stored refs pending

Exploring the Potential of Large Multimodal Models as Effective Alternatives for Pronunciation Assessment

Ke Wang, Kun Liu, Lei He, Sheng Zhao, Wenning Wei, Yan Deng

arxiv:2503.11229 v1 · 2025-03-14 · cs.SD · cs.CL · 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{MEQQHI7JF5BDB5OOYVAGQTVKPU}

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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.

Cited by

1 paper in Pith

A Finetuned SpeechLLM for Joint Multi-Granular L2 Assessment and Natural-Language Rationales

Receipt and verification

First computed	2026-07-05T10:31:14.779730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

612103a3e92f4230f5cec540684eaa7d035e6a579414d66b4772ff00ce51e554

Aliases

arxiv: 2503.11229 · arxiv_version: 2503.11229v1 · doi: 10.48550/arxiv.2503.11229 · pith_short_12: MEQQHI7JF5BD · pith_short_16: MEQQHI7JF5BDB5OO · pith_short_8: MEQQHI7J

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/MEQQHI7JF5BDB5OOYVAGQTVKPU \
  | 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: 612103a3e92f4230f5cec540684eaa7d035e6a579414d66b4772ff00ce51e554

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b62867a777fdbf96b6ff866b6c8d96d04afbcb3b9263a2e6f2e75f5b98bb5133",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-03-14T09:26:07Z",
    "title_canon_sha256": "566a8ff037753025d6bf73cfd51270c1d0d09055a184b37ede395856d9181a36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11229",
    "kind": "arxiv",
    "version": 1
  }
}