Pith Number

pith:FGKHZFKU

pith:2023:FGKHZFKU7RT5X5YX7DWYQZGETP

not attested not anchored not stored refs pending

One-Step Knowledge Distillation and Fine-Tuning in Using Large Pre-Trained Self-Supervised Learning Models for Speaker Verification

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

arxiv:2305.17394 v2 · 2023-05-27 · 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{FGKHZFKU7RT5X5YX7DWYQZGETP}

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	2026-07-05T06:18:39.302483Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29947c9554fc67dbf717f8ed8864c49be563a997f206e8b3605d298717475430

Aliases

arxiv: 2305.17394 · arxiv_version: 2305.17394v2 · doi: 10.48550/arxiv.2305.17394 · pith_short_12: FGKHZFKU7RT5 · pith_short_16: FGKHZFKU7RT5X5YX · pith_short_8: FGKHZFKU

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/FGKHZFKU7RT5X5YX7DWYQZGETP \
  | 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: 29947c9554fc67dbf717f8ed8864c49be563a997f206e8b3605d298717475430

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "718dd4b83a351a51658610fe19a1a0a501dbe9d9b640cede36b75a109ff49ef9",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-05-27T07:20:54Z",
    "title_canon_sha256": "b43d889def90b89f5871178215700dc7145cef1f6d42de349f29ba3f4d67e2b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.17394",
    "kind": "arxiv",
    "version": 2
  }
}