Pith Number

pith:UT7RJQU3

pith:2024:UT7RJQU3TROQVUPIGINLNJNE3M

not attested not anchored not stored refs pending

Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector based Pseudo-Labels

Ahmed Hussen Abdelaziz, Barry-John Theobald, Jee-weon Jung, Li-Wei Chen, Shinji Watanabe, Stephen Shum, Takuya Higuchi, Tatiana Likhomanenko, Zakaria Aldeneh

arxiv:2409.10791 v2 · 2024-09-16 · eess.AS · 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{UT7RJQU3TROQVUPIGINLNJNE3M}

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	2026-07-05T10:02:24.463292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4ff14c29b9c5d0ad1e8321ab6a5a4db02cb484af3d8a5281e79f3d2b835cdf8

Aliases

arxiv: 2409.10791 · arxiv_version: 2409.10791v2 · doi: 10.48550/arxiv.2409.10791 · pith_short_12: UT7RJQU3TROQ · pith_short_16: UT7RJQU3TROQVUPI · pith_short_8: UT7RJQU3

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/UT7RJQU3TROQVUPIGINLNJNE3M \
  | 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: a4ff14c29b9c5d0ad1e8321ab6a5a4db02cb484af3d8a5281e79f3d2b835cdf8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d174a0e8246585508d1e56d03603f76515bac1fb40a4e2fadf7d6b5e337d2a39",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-09-16T23:53:57Z",
    "title_canon_sha256": "e6649ef1a043938f4b56f0e523facdc70ca9b93458d7ae895bf0669e2b20e510"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.10791",
    "kind": "arxiv",
    "version": 2
  }
}