Pith Number

pith:DBBBDLRB

pith:2026:DBBBDLRB4DM35PF5U23ZQL7ENS

not attested not anchored not stored refs pending

Explainable AI in Speaker Recognition -- Attention Map Visualisation and Evaluation

Mark D. Plumbley, Wenwu Wang, Yanze Xu

arxiv:2606.22901 v1 · 2026-06-22 · eess.AS · cs.AI · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DBBBDLRB4DM35PF5U23ZQL7ENS}

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	2026-06-23T03:14:03.686515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

184211ae21e0d9bebcbda6b7982fe46c8603bea36d98efbbbcdb795583bbea6a

Aliases

arxiv: 2606.22901 · arxiv_version: 2606.22901v1 · doi: 10.48550/arxiv.2606.22901 · pith_short_12: DBBBDLRB4DM3 · pith_short_16: DBBBDLRB4DM35PF5 · pith_short_8: DBBBDLRB

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/DBBBDLRB4DM35PF5U23ZQL7ENS \
  | 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: 184211ae21e0d9bebcbda6b7982fe46c8603bea36d98efbbbcdb795583bbea6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fbeb76e5151532a8cceefd2a86ebe3cb2666fc5d86da3cb58dc4c8763464e88",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-06-22T06:31:26Z",
    "title_canon_sha256": "fb250f7f032d72396c6ec769094da02bae3606fa69959b77b97dc2f29fea6d63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22901",
    "kind": "arxiv",
    "version": 1
  }
}