Pith Number

pith:SFYTACFM

pith:2021:SFYTACFMIKTTNTUHBMLDFFO45C

not attested not anchored not stored refs pending

Multi-View Self-Attention Based Transformer for Speaker Recognition

Junyi Ao, Long Zhou, Qing Li, Rui Wang, Shujie Liu, Tom Ko, Yu Zhang, Zhihua Wei

arxiv:2110.05036 v2 · 2021-10-11 · eess.AS · cs.AI · cs.LG · cs.SD · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SFYTACFMIKTTNTUHBMLDFFO45C}

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	2026-07-05T03:51:57.033941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91713008ac42a736ce870b163295dce8b06fb320a8d525bbeece6d7c575026c3

Aliases

arxiv: 2110.05036 · arxiv_version: 2110.05036v2 · doi: 10.48550/arxiv.2110.05036 · pith_short_12: SFYTACFMIKTT · pith_short_16: SFYTACFMIKTTNTUH · pith_short_8: SFYTACFM

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/SFYTACFMIKTTNTUHBMLDFFO45C \
  | 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: 91713008ac42a736ce870b163295dce8b06fb320a8d525bbeece6d7c575026c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a729c71ce8d69eb498991c0d150bae481fd602af09158305a030ee54107e871d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SD",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-10-11T07:03:23Z",
    "title_canon_sha256": "95156bc06a05c6c3f7609efc60a5e55cfcca32768cc76b76bf02864ce303b418"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.05036",
    "kind": "arxiv",
    "version": 2
  }
}