Pith Number

pith:LZV6D5FP

pith:2025:LZV6D5FPMXMZGA4YFWXBMNAZTF

not attested not anchored not stored refs pending

Selective Attention Merging for low resource tasks: A case study of Child ASR

Abeer Alwan, Eray Eren, Natarajan Balaji Shankar, Zilai Wang

arxiv:2501.08468 v1 · 2025-01-14 · cs.CL · 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{LZV6D5FPMXMZGA4YFWXBMNAZTF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T10:01:02.987000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e6be1f4af65d99303982dae163419997aadce2f510ad3fd56efc1aa5e523df8

Aliases

arxiv: 2501.08468 · arxiv_version: 2501.08468v1 · doi: 10.48550/arxiv.2501.08468 · pith_short_12: LZV6D5FPMXMZ · pith_short_16: LZV6D5FPMXMZGA4Y · pith_short_8: LZV6D5FP

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/LZV6D5FPMXMZGA4YFWXBMNAZTF \
  | 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: 5e6be1f4af65d99303982dae163419997aadce2f510ad3fd56efc1aa5e523df8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7da16d460663b1206450341c888acc1e59cde647d79e0395034902f5cc49fb9f",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-14T22:27:48Z",
    "title_canon_sha256": "479064b60ddc608930ad28f35172035b902278db1a2e08cb1b9df40589aab30f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08468",
    "kind": "arxiv",
    "version": 1
  }
}