Pith Number

pith:64KLIKCW

pith:2025:64KLIKCWSSW6EOWPB7EY6RDIF2

not attested not anchored not stored refs pending

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification

Carlos Busso, Di Wu, Ji Zhang, Jun Bai, Rajib Rana, Shivakumara Palaiahnakote, Xiaohui Tao, Youyang Qu

arxiv:2506.10207 v2 · 2025-06-11 · cs.SD · cs.DC · 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{64KLIKCWSSW6EOWPB7EY6RDIF2}

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.

Receipt and verification

First computed	2026-06-19T16:10:30.128264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f714b4285694ade23acf0fc98f44682e809d9bd6b805919742f13490fc9d8a93

Aliases

arxiv: 2506.10207 · arxiv_version: 2506.10207v2 · doi: 10.48550/arxiv.2506.10207 · pith_short_12: 64KLIKCWSSW6 · pith_short_16: 64KLIKCWSSW6EOWP · pith_short_8: 64KLIKCW

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/64KLIKCWSSW6EOWPB7EY6RDIF2 \
  | 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: f714b4285694ade23acf0fc98f44682e809d9bd6b805919742f13490fc9d8a93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba0f6579154ade29ae98171a2372b8ae96295cda32a53071ee5f1aa40791cc4d",
    "cross_cats_sorted": [
      "cs.DC",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-06-11T22:00:36Z",
    "title_canon_sha256": "07d64d5d83975598f77f9b2b5f38acbb26d0b18471fe0facd4827c571a4f05b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10207",
    "kind": "arxiv",
    "version": 2
  }
}