Pith Number

pith:WZFBGGSR

pith:2024:WZFBGGSRPHOOHRLLSRSRRUK3R6

not attested not anchored not stored refs pending

Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation

Guinan Li, Haoning Xu, Huimeng Wang, Mengzhe Geng, Shujie Hu, Tianzi Wang, Xunying Liu, Zengrui Jin

arxiv:2401.00662 v1 · 2024-01-01 · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{WZFBGGSRPHOOHRLLSRSRRUK3R6}

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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

Adapting Foundation ASR Models to Dysarthric Speech: A Case Study

Receipt and verification

First computed	2026-07-05T07:29:21.685158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b64a131a5179dce3c56b946518d15b8f84a21a42325c6481a6b4ad470d7805c9

Aliases

arxiv: 2401.00662 · arxiv_version: 2401.00662v1 · doi: 10.48550/arxiv.2401.00662 · pith_short_12: WZFBGGSRPHOO · pith_short_16: WZFBGGSRPHOOHRLL · pith_short_8: WZFBGGSR

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/WZFBGGSRPHOOHRLLSRSRRUK3R6 \
  | 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: b64a131a5179dce3c56b946518d15b8f84a21a42325c6481a6b4ad470d7805c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4ffab9adfe1bf0fc50c3872d18c25ef6f6bf2ad261942399fbff3168a90c45c",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-01-01T04:21:19Z",
    "title_canon_sha256": "139c772bbcb3b9bf865246bb8890dd35ccfaa82a86f3515a0ac8dba0b191e32c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.00662",
    "kind": "arxiv",
    "version": 1
  }
}