Pith Number

pith:IXS4NSLL

pith:2025:IXS4NSLLGB7SMYN5KOKPR5DACB

not attested not anchored not stored refs pending

Towards Early Prediction of Self-Supervised Speech Model Performance

Lucas Maison, Marco Dinarelli, Ryan Whetten, Titouan Parcollet, Yannick Est\`eve

arxiv:2501.05966 v2 · 2025-01-10 · cs.SD · cs.CL · cs.LG · eess.AS

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\usepackage{pith}
\pithnumber{IXS4NSLLGB7SMYN5KOKPR5DACB}

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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 Early Prediction of Self-Supervised Speech Model Performance

Receipt and verification

First computed	2026-07-05T11:13:18.541710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45e5c6c96b307f2661bd5394f8f460106cc1856caf299afd390bb8b29243651a

Aliases

arxiv: 2501.05966 · arxiv_version: 2501.05966v2 · doi: 10.48550/arxiv.2501.05966 · pith_short_12: IXS4NSLLGB7S · pith_short_16: IXS4NSLLGB7SMYN5 · pith_short_8: IXS4NSLL

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/IXS4NSLLGB7SMYN5KOKPR5DACB \
  | 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: 45e5c6c96b307f2661bd5394f8f460106cc1856caf299afd390bb8b29243651a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bece7d6433ba4808b346096cfff2f481b4e9021d9b340ce62a9c81002d4461a3",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-01-10T13:49:09Z",
    "title_canon_sha256": "4ac3553f3d757c6e060ccd24370fe2660ffeae64073af528f4fdebbdd948a037"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05966",
    "kind": "arxiv",
    "version": 2
  }
}