Pith Number

pith:VOR3S37B

pith:2026:VOR3S37BGUMEBAZIFXF6CUAN6T

not attested not anchored not stored refs pending

Do speech foundation models perceive speaker similarity as humans do?

Hayato Yagi, Minoru Kishi, Shinnosuke Takamichi, Yuki Saito

arxiv:2606.05739 v1 · 2026-06-04 · cs.SD · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VOR3S37BGUMEBAZIFXF6CUAN6T}

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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

Do speech foundation models perceive speaker similarity as humans do?

Receipt and verification

First computed	2026-06-05T01:15:01.276370Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aba3b96fe135184083282dcbe1500df4fda4af10621d4745808766b5ef182136

Aliases

arxiv: 2606.05739 · arxiv_version: 2606.05739v1 · doi: 10.48550/arxiv.2606.05739 · pith_short_12: VOR3S37BGUME · pith_short_16: VOR3S37BGUMEBAZI · pith_short_8: VOR3S37B

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/VOR3S37BGUMEBAZIFXF6CUAN6T \
  | 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: aba3b96fe135184083282dcbe1500df4fda4af10621d4745808766b5ef182136

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf5183829dde14d9353846332737c7d322b03e5b0e56e0facf52b81180f92468",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-04T06:04:18Z",
    "title_canon_sha256": "228c2b04bc50208fec33ab35076fa51b010ea590ca7812b77b6648d318d358bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05739",
    "kind": "arxiv",
    "version": 1
  }
}