Pith Number

pith:UX443DEW

pith:2022:UX443DEWVICBYUC4NYHEDAHMZK

not attested not anchored not stored refs pending

Curriculum learning for self-supervised speaker verification

Bong-Jin Lee, Hee-Soo Heo, Jee-weon Jung, Jingu Kang, Joon Son Chung, You Jin Kim, Youngki Kwon

arxiv:2203.14525 v4 · 2022-03-28 · 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{UX443DEWVICBYUC4NYHEDAHMZK}

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.

Cited by

1 paper in Pith

STCL:Curriculum learning Strategies for deep learning image steganography models

Receipt and verification

First computed	2026-07-05T07:44:51.006751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5f9cd8c96aa041c505c6e0e4180ecca8ff5d8ae09b9a783f4ada761d2ab6c50

Aliases

arxiv: 2203.14525 · arxiv_version: 2203.14525v4 · doi: 10.48550/arxiv.2203.14525 · pith_short_12: UX443DEWVICB · pith_short_16: UX443DEWVICBYUC4 · pith_short_8: UX443DEW

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/UX443DEWVICBYUC4NYHEDAHMZK \
  | 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: a5f9cd8c96aa041c505c6e0e4180ecca8ff5d8ae09b9a783f4ada761d2ab6c50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b47dd0221a11a2ee4187ee9748b2a5530804ebdb1b1be05a07a71bd9647f9824",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2022-03-28T06:42:24Z",
    "title_canon_sha256": "0b6ac9ed6b7b9b878dbb2af794ea04c7f62e693fd31ec56e8850354459e344c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.14525",
    "kind": "arxiv",
    "version": 4
  }
}