Pith Number

pith:R6QIF4ZR

pith:2025:R6QIF4ZR5XPP7T24S3T32HZQE7

not attested not anchored not stored refs pending

Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition

Dominik Wagner, Elmar N\"oth, Ilja Baumann, Korbinian Riedhammer, Natalie Engert, Seanie Lee, Tobias Bocklet

arxiv:2505.12991 v1 · 2025-05-19 · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{R6QIF4ZR5XPP7T24S3T32HZQE7}

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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

Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition

Receipt and verification

First computed	2026-07-05T11:05:13.378774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8fa082f331eddeffcf5c96e7bd1f3027f4d8668554b497bd944199e2de6992f4

Aliases

arxiv: 2505.12991 · arxiv_version: 2505.12991v1 · doi: 10.48550/arxiv.2505.12991 · pith_short_12: R6QIF4ZR5XPP · pith_short_16: R6QIF4ZR5XPP7T24 · pith_short_8: R6QIF4ZR

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/R6QIF4ZR5XPP7T24S3T32HZQE7 \
  | 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: 8fa082f331eddeffcf5c96e7bd1f3027f4d8668554b497bd944199e2de6992f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ff8107ae1153aa94394c0203e475ffb2648f10d7022b1db4529b1131e9612af",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-05-19T11:28:27Z",
    "title_canon_sha256": "b1a9ea5a7c3579db77934002d209bd8d04c0afb2dcdab61b23594d56dfa613d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12991",
    "kind": "arxiv",
    "version": 1
  }
}