Pith Number

pith:2LJFI4UP

pith:2024:2LJFI4UPONBY25PZIEQC3JI5KJ

not attested not anchored not stored refs pending

Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition

Nanxin Chen, Rajiv Mathews, Tien-Ju Yang, Xuan Kan, Yonghui Xiao

arxiv:2408.11873 v1 · 2024-08-19 · eess.AS · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2LJFI4UPONBY25PZIEQC3JI5KJ}

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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

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification

Receipt and verification

First computed	2026-07-05T08:58:00.631083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2d254728f73438d75f941202da51d527ed2a28a9c5a1fd2a49c673564192893

Aliases

arxiv: 2408.11873 · arxiv_version: 2408.11873v1 · doi: 10.48550/arxiv.2408.11873 · pith_short_12: 2LJFI4UPONBY · pith_short_16: 2LJFI4UPONBY25PZ · pith_short_8: 2LJFI4UP

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/2LJFI4UPONBY25PZIEQC3JI5KJ \
  | 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: d2d254728f73438d75f941202da51d527ed2a28a9c5a1fd2a49c673564192893

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73f0b1bc67836d71198a3cb35e5d88eed24fc6eb3ac39af86bca21b9f1a4fe44",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-08-19T22:28:20Z",
    "title_canon_sha256": "9abbffb535be8cdc80ec611f8926c787158bb4d8cf4fdaa5a56ef00d1911f505"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11873",
    "kind": "arxiv",
    "version": 1
  }
}