Pith Number

pith:64KO63P7

pith:2024:64KO63P7WUULZUISEFG5NSPQJI

not attested not anchored not stored refs pending

CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification

Jan \v{C}ernock\'y, Junyi Peng, Ladislav Mo\v{s}ner, Lin Zhang, Luk\'a\v{s} Burget, Old\v{r}ich Plchot, Themos Stafylakis

arxiv:2409.15234 v1 · 2024-09-23 · 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{64KO63P7WUULZUISEFG5NSPQJI}

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	2026-07-05T09:10:38.214370Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f714ef6dffb528bcd112214dd6c9f04a3a986df62de89ffcc1f0f0a7416b99df

Aliases

arxiv: 2409.15234 · arxiv_version: 2409.15234v1 · doi: 10.48550/arxiv.2409.15234 · pith_short_12: 64KO63P7WUUL · pith_short_16: 64KO63P7WUULZUIS · pith_short_8: 64KO63P7

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/64KO63P7WUULZUISEFG5NSPQJI \
  | 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: f714ef6dffb528bcd112214dd6c9f04a3a986df62de89ffcc1f0f0a7416b99df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8cef4cfaaf7aead5c82ac951011f6783e55345a3f33d492b086d963d8b858af",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-09-23T17:30:30Z",
    "title_canon_sha256": "ded63748a7769c21df73ec2c5379c78b9ad9b46289c3cce3ef6ded4ebb5d35e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15234",
    "kind": "arxiv",
    "version": 1
  }
}