Pith Number

pith:HZ3ENUU6

pith:2025:HZ3ENUU6M3VDJ4QFEDXJI5VR2C

not attested not anchored not stored refs pending

VARAN: Variational Inference for Self-Supervised Speech Models Fine-Tuning on Downstream Tasks

Alexander Varlamov, Daria Diatlova, Egor Spirin, Nikita Balagansky

arxiv:2508.12061 v1 · 2025-08-16 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HZ3ENUU6M3VDJ4QFEDXJI5VR2C}

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	2026-07-05T11:54:59.597167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e7646d29e66ea34f20520ee9476b1d0b1fcbbd66bf7a21ce5339fcfb46a32fb

Aliases

arxiv: 2508.12061 · arxiv_version: 2508.12061v1 · doi: 10.48550/arxiv.2508.12061 · pith_short_12: HZ3ENUU6M3VD · pith_short_16: HZ3ENUU6M3VDJ4QF · pith_short_8: HZ3ENUU6

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/HZ3ENUU6M3VDJ4QFEDXJI5VR2C \
  | 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: 3e7646d29e66ea34f20520ee9476b1d0b1fcbbd66bf7a21ce5339fcfb46a32fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4225abb0c7694a51fefaa4c9c87d45656ec5d20f3c8b0750265087b32b1141f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-16T14:26:59Z",
    "title_canon_sha256": "e124fc91dc0ab4f6fcc483ca89a3c2e5b0c08944f10278fb56c36e84bceb800d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12061",
    "kind": "arxiv",
    "version": 1
  }
}