Pith Number

pith:ZIEA5EIC

pith:2025:ZIEA5EICKT4NDNVVRVOQOIQB6D

not attested not anchored not stored refs pending

Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment

David Mortensen, Eunjung Yeo, Kalvin Chang, Kwanghee Choi, Shinji Watanabe

arxiv:2502.07029 v2 · 2025-02-10 · cs.CL · cs.AI · 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{ZIEA5EICKT4NDNVVRVOQOIQB6D}

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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

Towards Temporally Explainable Dysarthric Speech Clarity Assessment

Receipt and verification

First computed	2026-07-05T10:37:44.511747Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca080e910254f8d1b6b58d5d072201f0ecfe1967f409d5a678f93a4be758d5d8

Aliases

arxiv: 2502.07029 · arxiv_version: 2502.07029v2 · doi: 10.48550/arxiv.2502.07029 · pith_short_12: ZIEA5EICKT4N · pith_short_16: ZIEA5EICKT4NDNVV · pith_short_8: ZIEA5EIC

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/ZIEA5EICKT4NDNVVRVOQOIQB6D \
  | 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: ca080e910254f8d1b6b58d5d072201f0ecfe1967f409d5a678f93a4be758d5d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9acd8219503c5b33c69e632d5ac8cdfa99a6ed33ff3692e73bb73d480444988",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-10T20:46:42Z",
    "title_canon_sha256": "459e0e7f08cccdf861775873d13af603fd574750d0b7b5bfb396032bd97bc785"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07029",
    "kind": "arxiv",
    "version": 2
  }
}