Pith Number

pith:2CEISFTF

pith:2022:2CEISFTFVC6P6DFGAOMNT3VF7L

not attested not anchored not stored refs pending

SpeechLMScore: Evaluating speech generation using speech language model

Shinji Watanabe, Soumi Maiti, Takaaki Saeki, Yifan Peng

arxiv:2212.04559 v1 · 2022-12-08 · eess.AS · cs.LG · 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{2CEISFTFVC6P6DFGAOMNT3VF7L}

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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

Model as Loss: A Self-Consistent Training Paradigm

Receipt and verification

First computed	2026-07-05T05:23:49.070997Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d088891665a8bcff0ca60398d9eea5faf09a32cdd830210a653a43d594e9e553

Aliases

arxiv: 2212.04559 · arxiv_version: 2212.04559v1 · doi: 10.48550/arxiv.2212.04559 · pith_short_12: 2CEISFTFVC6P · pith_short_16: 2CEISFTFVC6P6DFG · pith_short_8: 2CEISFTF

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/2CEISFTFVC6P6DFGAOMNT3VF7L \
  | 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: d088891665a8bcff0ca60398d9eea5faf09a32cdd830210a653a43d594e9e553

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43c4fb8e2b9c6fb7b31caff3532fa482603139c9bbabb9613f51f3b42c926ae2",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2022-12-08T21:00:15Z",
    "title_canon_sha256": "441f0f6bbde1ea271f91a088d017624239e41f51e0489e59f1df37fdc4225371"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.04559",
    "kind": "arxiv",
    "version": 1
  }
}