Pith Number

pith:QDHNFEA2

pith:2025:QDHNFEA2V7GZMW4CFF3ZBOZPZW

not attested not anchored not stored refs pending

An Effective Training Framework for Light-Weight Automatic Speech Recognition Models

Abdul Hannan, Alessio Brutti, Mubashir Noman, Shah Nawaz

arxiv:2505.16991 v2 · 2025-05-22 · cs.CV

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\usepackage{pith}
\pithnumber{QDHNFEA2V7GZMW4CFF3ZBOZPZW}

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Record completeness

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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

An Effective Training Framework for Light-Weight Automatic Speech Recognition Models

Receipt and verification

First computed	2026-07-05T11:11:22.719406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80ced2901aafcd965b82297790bb2fcd8ed26217d92457589650756f6135274d

Aliases

arxiv: 2505.16991 · arxiv_version: 2505.16991v2 · doi: 10.48550/arxiv.2505.16991 · pith_short_12: QDHNFEA2V7GZ · pith_short_16: QDHNFEA2V7GZMW4C · pith_short_8: QDHNFEA2

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/QDHNFEA2V7GZMW4CFF3ZBOZPZW \
  | 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: 80ced2901aafcd965b82297790bb2fcd8ed26217d92457589650756f6135274d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79103fbe45fc612fbfc4a84a1137c64d014aefc03e974867e79f36a4599659a9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-22T17:55:09Z",
    "title_canon_sha256": "34fac8154a101dc4e864e03110f182b8c28d77314516f29689c5911431cb0934"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16991",
    "kind": "arxiv",
    "version": 2
  }
}