Pith Number

pith:HYH3LQRL

pith:2022:HYH3LQRLZ76S4KBBLDXDWIEK4W

not attested not anchored not stored refs pending

Integrated Parameter-Efficient Tuning for General-Purpose Audio Models

Chan-yeong Lim, Ha-Jin Yu, Hyun-seo Shin, Ju-ho Kim, Jungwoo Heo

arxiv:2211.02227 v2 · 2022-11-04 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HYH3LQRLZ76S4KBBLDXDWIEK4W}

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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

1 paper in Pith

UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification

Receipt and verification

First computed	2026-07-05T05:47:19.557568Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e0fb5c22bcffd2e282158ee3b208ae5936cf8cb1070848fed250b5a16c88795

Aliases

arxiv: 2211.02227 · arxiv_version: 2211.02227v2 · doi: 10.48550/arxiv.2211.02227 · pith_short_12: HYH3LQRLZ76S · pith_short_16: HYH3LQRLZ76S4KBB · pith_short_8: HYH3LQRL

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/HYH3LQRLZ76S4KBBLDXDWIEK4W \
  | 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: 3e0fb5c22bcffd2e282158ee3b208ae5936cf8cb1070848fed250b5a16c88795

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c310be6a5d4029abcb5887f472c3f8406b1c509bb91b1283adc7fd544c85810",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2022-11-04T02:21:15Z",
    "title_canon_sha256": "5e589dd74cdf5b128433008175fe6562f091a5e6ebbf2d6a3ba3d30bd78e4d6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.02227",
    "kind": "arxiv",
    "version": 2
  }
}