Pith. sign in
Pith Number

pith:5NYOQQ4D

pith:2021:5NYOQQ4DYE37W2FXPTRZFPQ772
not attested not anchored not stored refs pending

Subject Enveloped Deep Sample Fuzzy Ensemble Learning Algorithm of Parkinson's Speech Data

Fan Li, Pin Wang, Xiaoheng Zhang, Yiwen Wang, Yongming Li

arxiv:2111.09014 v1 · 2021-11-17 · cs.SD · cs.LG · eess.AS

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\usepackage{pith}
\pithnumber{5NYOQQ4DYE37W2FXPTRZFPQ772}

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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 2026-07-05T03:32:56.494439Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

eb70e84383c137fb68b77ce392be1ffe8ffc871d9e518e8eada8d6348741d986

Aliases

arxiv: 2111.09014 · arxiv_version: 2111.09014v1 · doi: 10.48550/arxiv.2111.09014 · pith_short_12: 5NYOQQ4DYE37 · pith_short_16: 5NYOQQ4DYE37W2FX · pith_short_8: 5NYOQQ4D
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5NYOQQ4DYE37W2FXPTRZFPQ772 \
  | 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: eb70e84383c137fb68b77ce392be1ffe8ffc871d9e518e8eada8d6348741d986
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c9fc5f1b58110f30108a33d18049881718751b44356497e2894fb45490a8c0e7",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2021-11-17T10:12:20Z",
    "title_canon_sha256": "88e45061faa6c70a54e51cc91e13120bb5c19a32416ff12c5ef951aa1f178f8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.09014",
    "kind": "arxiv",
    "version": 1
  }
}