Pith Number

pith:EOWXLELV

pith:2024:EOWXLELVRPPUB7UWVL77U7EP27

not attested not anchored not stored refs pending

Generative Deep Learning and Signal Processing for Data Augmentation of Cardiac Auscultation Signals: Improving Model Robustness Using Synthetic Audio

Leigh Abbott, Matthew Fynn, Milan Marocchi, Sven Nordholm, Yue Rong

arxiv:2410.10125 v2 · 2024-10-14 · cs.SD · eess.AS · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EOWXLELVRPPUB7UWVL77U7EP27}

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	2026-07-05T11:22:32.855362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23ad7591758bdf40fe96aafffa7c8fd7d80e29041bc9b6b13e7fd873e3b8789b

Aliases

arxiv: 2410.10125 · arxiv_version: 2410.10125v2 · doi: 10.48550/arxiv.2410.10125 · pith_short_12: EOWXLELVRPPU · pith_short_16: EOWXLELVRPPUB7UW · pith_short_8: EOWXLELV

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/EOWXLELVRPPUB7UWVL77U7EP27 \
  | 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: 23ad7591758bdf40fe96aafffa7c8fd7d80e29041bc9b6b13e7fd873e3b8789b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e34223b799f6e8c3058626b41f7d06a37286a64ee391debecd26418253f6a86b",
    "cross_cats_sorted": [
      "eess.AS",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-10-14T03:25:48Z",
    "title_canon_sha256": "936f468b769fb66fd116a94874e5eff751346abf42afda3ae4346e9ba69f50b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10125",
    "kind": "arxiv",
    "version": 2
  }
}