Pith Number

pith:YSRAOZ73

pith:2025:YSRAOZ73JLVGURMFEHMH2H7SN7

not attested not anchored not stored refs pending

Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness

Erfan Loweimi, Kate Knill, Mark Gales, Mengjie Qian

arxiv:2504.18950 v2 · 2025-04-26 · cs.SD · cs.IR · cs.LG · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YSRAOZ73JLVGURMFEHMH2H7SN7}

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.

Cited by

1 paper in Pith

To Be Multimodal or Not to Be: Query-Adaptive Audio-Visual Person Retrieval via Active Modality Detection

Receipt and verification

First computed	2026-07-05T10:55:35.349963Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4a20767fb4aea6a458521d87d1ff26fd64acc85cf48c78fcab2d3fdb1286f06

Aliases

arxiv: 2504.18950 · arxiv_version: 2504.18950v2 · doi: 10.48550/arxiv.2504.18950 · pith_short_12: YSRAOZ73JLVG · pith_short_16: YSRAOZ73JLVGURMF · pith_short_8: YSRAOZ73

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/YSRAOZ73JLVGURMFEHMH2H7SN7 \
  | 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: c4a20767fb4aea6a458521d87d1ff26fd64acc85cf48c78fcab2d3fdb1286f06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b4b101f2ca9eecb5bb9b3f10743ce26eaf55390ce5ae9bbe4ba04123f47004c",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-04-26T15:21:14Z",
    "title_canon_sha256": "99d71d0954d21088c7e07903111b9f662b4aa2c92f569ff931b2b58ee2e32464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18950",
    "kind": "arxiv",
    "version": 2
  }
}