Pith Number

pith:BCIZB5QE

pith:2025:BCIZB5QEJPDV5MEQ3ERVKWBXEA

not attested not anchored not stored refs pending

Identifying Speaker Information in Feed-Forward Layers of Self-Supervised Speech Transformers

Hao Tang, Hsi-Chun Cheng, Hung-yi Lee, Tzu-Quan Lin

arxiv:2506.21712 v1 · 2025-06-26 · cs.CL · cs.SD · 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{BCIZB5QEJPDV5MEQ3ERVKWBXEA}

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	2026-07-05T11:27:59.864763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

089190f6044bc75eb090d923555837203a2e3dd721ad055f0031cc1cd301cba7

Aliases

arxiv: 2506.21712 · arxiv_version: 2506.21712v1 · doi: 10.48550/arxiv.2506.21712 · pith_short_12: BCIZB5QEJPDV · pith_short_16: BCIZB5QEJPDV5MEQ · pith_short_8: BCIZB5QE

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/BCIZB5QEJPDV5MEQ3ERVKWBXEA \
  | 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: 089190f6044bc75eb090d923555837203a2e3dd721ad055f0031cc1cd301cba7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dd5c9804244d98259e5014ab204afbe7fb1559e5564ece78ba5d4c10dc950cb",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-26T18:54:26Z",
    "title_canon_sha256": "e3280da42e93b2de2f6b7df301f978f45a8f1475aca1886a2ae37aebeca279ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21712",
    "kind": "arxiv",
    "version": 1
  }
}