Pith. sign in
Pith Number

pith:YANCWDJF

pith:2023:YANCWDJFMEH4O7SLMX47JMXM4P
not attested not anchored not stored refs pending

An Effective Transformer-based Contextual Model and Temporal Gate Pooling for Speaker Identification

Harunori Kawano, Sota Shimizu

arxiv:2308.11241 v2 · 2023-08-22 · cs.SD · cs.AI · cs.LG · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YANCWDJFMEH4O7SLMX47JMXM4P}

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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 2026-07-05T06:49:25.125686Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c01a2b0d25610fc77e4b65f9f4b2ece3ed28feb81cad5f1b82a85f21c27a38eb

Aliases

arxiv: 2308.11241 · arxiv_version: 2308.11241v2 · doi: 10.48550/arxiv.2308.11241 · pith_short_12: YANCWDJFMEH4 · pith_short_16: YANCWDJFMEH4O7SL · pith_short_8: YANCWDJF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YANCWDJFMEH4O7SLMX47JMXM4P \
  | 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: c01a2b0d25610fc77e4b65f9f4b2ece3ed28feb81cad5f1b82a85f21c27a38eb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "025a971cc786096939257cc3560d8e0a482a4c3987dbed1e4fb89fc3f61db0d6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-08-22T07:34:07Z",
    "title_canon_sha256": "7daea997e3787c287550a01fa778b94ced98c1df97e78c8e55be420bc5475b84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11241",
    "kind": "arxiv",
    "version": 2
  }
}