Pith. sign in
Pith Number

pith:5V4OOR6A

pith:2023:5V4OOR6AUUJDDDL3OACZM2ITPI
not attested not anchored not stored refs pending

Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages

Andreas Maier, Cristian David Rios-Urrego, Elmar Noeth, Jan Rusz, Juan Rafael Orozco-Arroyave, Seung Hee Yang, Soroosh Tayebi Arasteh

arxiv:2305.11284 v2 · 2023-05-18 · eess.AS · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5V4OOR6AUUJDDDL3OACZM2ITPI}

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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.
Receipt and verification
First computed 2026-07-05T06:43:01.236670Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ed78e747c0a512318d7b70059669137a2e099d069231739e5a8348ebf08f2720

Aliases

arxiv: 2305.11284 · arxiv_version: 2305.11284v2 · doi: 10.48550/arxiv.2305.11284 · pith_short_12: 5V4OOR6AUUJD · pith_short_16: 5V4OOR6AUUJDDDL3 · pith_short_8: 5V4OOR6A
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5V4OOR6AUUJDDDL3OACZM2ITPI \
  | 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: ed78e747c0a512318d7b70059669137a2e099d069231739e5a8348ebf08f2720
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a98d529a993d7d0cd28beb33cc9d53800327cff0c4b447fdf53c73f2a09500c9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-05-18T20:04:55Z",
    "title_canon_sha256": "37d49327fbd7a65f8048af5969a9bd8887475f807145ffed5158e10dc7e8c420"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11284",
    "kind": "arxiv",
    "version": 2
  }
}