Pith Number

pith:GWZZHCJS

pith:2025:GWZZHCJSX5GIJKFKUU45YKFPGZ

not attested not anchored not stored refs pending

Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection

Jing Deng, Jintao Kang, Rong Zheng, Shangkun Huang

arxiv:2505.22005 v1 · 2025-05-28 · 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{GWZZHCJSX5GIJKFKUU45YKFPGZ}

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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

Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection

Receipt and verification

First computed	2026-07-05T11:11:07.807135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35b3938932bf4c84a8aaa539dc28af3662a37b6bc7572d4f7a53aa854b3ee236

Aliases

arxiv: 2505.22005 · arxiv_version: 2505.22005v1 · doi: 10.48550/arxiv.2505.22005 · pith_short_12: GWZZHCJSX5GI · pith_short_16: GWZZHCJSX5GIJKFK · pith_short_8: GWZZHCJS

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/GWZZHCJSX5GIJKFKUU45YKFPGZ \
  | 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: 35b3938932bf4c84a8aaa539dc28af3662a37b6bc7572d4f7a53aa854b3ee236

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d8404011954f4a3ce012b72a02592b8057a0afa7f04085b159842b14042f8ec",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-05-28T06:12:19Z",
    "title_canon_sha256": "70618963be0277541daab87d6d45870ff9e2fc58a0a6bb63c154046fbf1ae171"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22005",
    "kind": "arxiv",
    "version": 1
  }
}