Pith Number

pith:Y7XQXM3Q

pith:2023:Y7XQXM3QLUOHYWVZNVRXLXWRLX

not attested not anchored not stored refs pending

Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance

Chihyeon Yoon, Ho-Young Jung, June-Woo Kim, Miika Toikkanen, Sangmin Bae

arxiv:2311.06480 v1 · 2023-11-11 · cs.SD · cs.LG · 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{Y7XQXM3QLUOHYWVZNVRXLXWRLX}

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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

4 papers in Pith

Lung-SRAD: Spectral-Aware Regularized Audio DASS with Dual-Axis Patch-Mix Contrastive Learning for Respiratory Sound Classification

Quality Adaptive Angular Margin Learning for Respiratory Sound Classification

C2GA: A Class-Controllable Generative Augmentation Framework for Respiratory Sound Classification

Meta-Ensemble Learning with Diverse Data Splits for Improved Respiratory Sound Classification

Receipt and verification

First computed	2026-07-05T07:11:40.493494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7ef0bb3705d1c7c5ab96d6375ded15ddb10a2a97fc348e76d9021ad2dacdd0b

Aliases

arxiv: 2311.06480 · arxiv_version: 2311.06480v1 · doi: 10.48550/arxiv.2311.06480 · pith_short_12: Y7XQXM3QLUOH · pith_short_16: Y7XQXM3QLUOHYWVZ · pith_short_8: Y7XQXM3Q

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/Y7XQXM3QLUOHYWVZNVRXLXWRLX \
  | 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: c7ef0bb3705d1c7c5ab96d6375ded15ddb10a2a97fc348e76d9021ad2dacdd0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a02bdbb6c5db0970c034616f53301e45cf8e82d9885e456dcfd0976c452e31a",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-11-11T05:02:54Z",
    "title_canon_sha256": "f1d5c2c9f041f2f6877b36d7aab5ef436de2f7b5070f69a1e224b28b0795a0be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.06480",
    "kind": "arxiv",
    "version": 1
  }
}