Pith Number

pith:WCMHHM36

pith:2025:WCMHHM36M22XHQBKQGABRSPHMT

not attested not anchored not stored refs pending

Robust fine-tuning of speech recognition models via model merging: application to disordered speech

Alexandre Ducorroy, Rachid Riad

arxiv:2505.20477 v1 · 2025-05-26 · eess.AS · cs.SD

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WCMHHM36M22XHQBKQGABRSPHMT}

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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

Robust fine-tuning of speech recognition models via model merging: application to disordered speech

Receipt and verification

First computed	2026-07-05T11:10:13.075536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b09873b37e66b573c02a818018c9e764e47e965b83a00133ef225c659e4f89d6

Aliases

arxiv: 2505.20477 · arxiv_version: 2505.20477v1 · doi: 10.48550/arxiv.2505.20477 · pith_short_12: WCMHHM36M22X · pith_short_16: WCMHHM36M22XHQBK · pith_short_8: WCMHHM36

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/WCMHHM36M22XHQBKQGABRSPHMT \
  | 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: b09873b37e66b573c02a818018c9e764e47e965b83a00133ef225c659e4f89d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "140a4ed9af7cda5a37fb94ad8bcc7d05335fa404f1b49e3321284363a825083b",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-05-26T19:21:42Z",
    "title_canon_sha256": "1aefb91e6ec4fb5b1190469ff0666026a3a06b4c4183f16efa3e986c79ccb6f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20477",
    "kind": "arxiv",
    "version": 1
  }
}