Pith Number

pith:UYYZV4GB

pith:2026:UYYZV4GBFOMHTXLIA2OR3GAIHL

not attested not anchored not stored refs pending

Toward Open-Set Speaker Attribute Prediction with Keyword-Appended LLM Embeddings

Byoungjun So, Jaejun Lee, Kyogu Lee

arxiv:2606.21979 v1 · 2026-06-20 · cs.SD

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\usepackage{pith}
\pithnumber{UYYZV4GBFOMHTXLIA2OR3GAIHL}

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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.

Cited by

1 paper in Pith

Toward Open-Set Speaker Attribute Prediction with Keyword-Appended LLM Embeddings

Receipt and verification

First computed	2026-06-23T02:13:04.809167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6319af0c12b9879dd68069d1d98083addb4d8ad44fbc0e7928796b745552ae4

Aliases

arxiv: 2606.21979 · arxiv_version: 2606.21979v1 · doi: 10.48550/arxiv.2606.21979 · pith_short_12: UYYZV4GBFOMH · pith_short_16: UYYZV4GBFOMHTXLI · pith_short_8: UYYZV4GB

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/UYYZV4GBFOMHTXLIA2OR3GAIHL \
  | 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: a6319af0c12b9879dd68069d1d98083addb4d8ad44fbc0e7928796b745552ae4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d38ef600bb569c55b20a3ede831dacba6a57d68f8c7357e765f27772ce80306a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-20T10:20:24Z",
    "title_canon_sha256": "95261c93b131c254c232d47473594453c2be6c957618265da1415b234b55410d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.21979",
    "kind": "arxiv",
    "version": 1
  }
}