Pith Number

pith:GEGT3I3P

pith:2024:GEGT3I3PY347XHEDAOWF2ONQA4

not attested not anchored not stored refs pending

Post-Training Embedding Alignment for Decoupling Enrollment and Runtime Speaker Recognition Models

Aman Chadha, Andreas Stolcke, Brecht Desplanques, Chelsea J.-T. Ju, Chenyang Gao

arxiv:2401.12440 v1 · 2024-01-23 · eess.AS · cs.LG · 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{GEGT3I3PY347XHEDAOWF2ONQA4}

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	2026-07-05T08:37:16.776748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

310d3da36fc6f9fb9c8303ac5d39b00710fb0cbe09efc47367add4d7fd7b0c14

Aliases

arxiv: 2401.12440 · arxiv_version: 2401.12440v1 · doi: 10.48550/arxiv.2401.12440 · pith_short_12: GEGT3I3PY347 · pith_short_16: GEGT3I3PY347XHED · pith_short_8: GEGT3I3P

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/GEGT3I3PY347XHEDAOWF2ONQA4 \
  | 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: 310d3da36fc6f9fb9c8303ac5d39b00710fb0cbe09efc47367add4d7fd7b0c14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49744c957309b839979dcbf9d1f38acae2cc890463f830eb94aa40fadef3f152",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-01-23T02:19:31Z",
    "title_canon_sha256": "eeb80549ca4981eb3d0a0e0913fd4951a0e1936bb90a723e9979cf17ffde903b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12440",
    "kind": "arxiv",
    "version": 1
  }
}