Pith Number

pith:YGKW7SDK

pith:2025:YGKW7SDKDV2HLGPDH4VALR4A75

not attested not anchored not stored refs pending

Analyzing and Fine-Tuning Whisper Models for Multilingual Pilot Speech Transcription in the Cockpit

Julia Niebling, Kartheek Kumar Reddy Nareddy, Sarah Ternus

arxiv:2506.21990 v1 · 2025-06-27 · cs.CL · cs.AI · cs.LG · 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{YGKW7SDKDV2HLGPDH4VALR4A75}

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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.

Receipt and verification

First computed	2026-07-05T11:28:19.967490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1956fc86a1d747599e33f2a05c780ff511193cb519736f78025f0aa46b82d28

Aliases

arxiv: 2506.21990 · arxiv_version: 2506.21990v1 · doi: 10.48550/arxiv.2506.21990 · pith_short_12: YGKW7SDKDV2H · pith_short_16: YGKW7SDKDV2HLGPD · pith_short_8: YGKW7SDK

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/YGKW7SDKDV2HLGPDH4VALR4A75 \
  | 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: c1956fc86a1d747599e33f2a05c780ff511193cb519736f78025f0aa46b82d28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4424902782e57592919e880c972f3aa72af911ad425ff40986805c3819e4b47",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-27T07:57:13Z",
    "title_canon_sha256": "a84de99ae186e87fc8ee32609f156113bce207b9f86477d22be9a8c35b6dd9c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21990",
    "kind": "arxiv",
    "version": 1
  }
}