Pith Number

pith:2HNPKPGR

pith:2025:2HNPKPGRSAFR4ROVBGVOSY7EUD

not attested not anchored not stored refs pending

Speak Your Mind: The Speech Continuation Task as a Probe of Voice-Based Model Bias

\'Eva Sz\'ekely, Gustav Eje Henter, Harm Lameris, Olivier Perrotin, Shree Harsha Bokkahalli Satish

arxiv:2509.22061 v2 · 2025-09-26 · eess.AS · cs.CL · 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{2HNPKPGRSAFR4ROVBGVOSY7EUD}

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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

Speak Your Mind: The Speech Continuation Task as a Probe of Voice-Based Model Bias

Receipt and verification

First computed	2026-05-20T00:02:55.796782Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1daf53cd1900b1e45d509aae963e4a0cf51dd3d1d47882fb160b71bdce5fe61

Aliases

arxiv: 2509.22061 · arxiv_version: 2509.22061v2 · doi: 10.48550/arxiv.2509.22061 · pith_short_12: 2HNPKPGRSAFR · pith_short_16: 2HNPKPGRSAFR4ROV · pith_short_8: 2HNPKPGR

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/2HNPKPGRSAFR4ROVBGVOSY7EUD \
  | 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: d1daf53cd1900b1e45d509aae963e4a0cf51dd3d1d47882fb160b71bdce5fe61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d442202ae05daa3d57580eb938231b9eba2855272f54c77ef4299535a094dca",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-09-26T08:43:25Z",
    "title_canon_sha256": "2038697a46a7e9c7558884dc7507a50be76e0fe2a35bcad5921bf704af52dd77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.22061",
    "kind": "arxiv",
    "version": 2
  }
}