Pith Number

pith:PSVFZHVJ

pith:2026:PSVFZHVJISXWTAEOBZ3PCIEPUN

not attested not anchored not stored refs pending

Towards Robust Uncertainty-Aware Speaker Modeling

Junjie Li, Kong Aik Lee, Yang Xiao

arxiv:2607.04937 v1 · 2026-07-06 · 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{PSVFZHVJISXWTAEOBZ3PCIEPUN}

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	2026-07-07T02:20:13.461580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7caa5c9ea944af69808e0e76f1208fa375cdf7e33776cba6184ba150b6fb218a

Aliases

arxiv: 2607.04937 · arxiv_version: 2607.04937v1 · doi: 10.48550/arxiv.2607.04937 · pith_short_12: PSVFZHVJISXW · pith_short_16: PSVFZHVJISXWTAEO · pith_short_8: PSVFZHVJ

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/PSVFZHVJISXWTAEOBZ3PCIEPUN \
  | 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: 7caa5c9ea944af69808e0e76f1208fa375cdf7e33776cba6184ba150b6fb218a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9db19cf36b8199b8c4121a5b79e127f653154853c0d6c060d93a5113fb19a04",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-07-06T11:07:58Z",
    "title_canon_sha256": "f6e4945678ae777fa6a25de02e56935e93033ec6a03cb4b605db688c9103dd56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.04937",
    "kind": "arxiv",
    "version": 1
  }
}