Pith Number

pith:ZA7LL2OA

pith:2022:ZA7LL2OARYUP7UK7DX7KFVSA6G

not attested not anchored not stored refs pending

Exploring Effective Fusion Algorithms for Speech Based Self-Supervised Learning Models

Changli Tang, Wei-Qiang Zhang, Xie Chen, Yujin Wang

arxiv:2212.10092 v1 · 2022-12-20 · cs.SD · 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{ZA7LL2OARYUP7UK7DX7KFVSA6G}

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	2026-07-05T05:27:03.886915Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c83eb5e9c08e28ffd15f1dfea2d640f1a2f7a4c8dbc7951319a863cc1ac8ddb5

Aliases

arxiv: 2212.10092 · arxiv_version: 2212.10092v1 · doi: 10.48550/arxiv.2212.10092 · pith_short_12: ZA7LL2OARYUP · pith_short_16: ZA7LL2OARYUP7UK7 · pith_short_8: ZA7LL2OA

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/ZA7LL2OARYUP7UK7DX7KFVSA6G \
  | 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: c83eb5e9c08e28ffd15f1dfea2d640f1a2f7a4c8dbc7951319a863cc1ac8ddb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "633ebdf124a97f2393c69f8ec8184b2b30f18f43acdcd73151275dc66c8c50b3",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-12-20T09:09:02Z",
    "title_canon_sha256": "9bed0a53e29305ffb511cd297ef7d149ce17d0ceb303392b7ee383da8ffa3fcf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10092",
    "kind": "arxiv",
    "version": 1
  }
}