Pith Number

pith:7DSP72LM

pith:2025:7DSP72LMYYID2OKUVJO23M3WJ5

not attested not anchored not stored refs pending

Universal-2-TF: Robust All-Neural Text Formatting for ASR

Andrea Vanzo, Takuya Yoshioka, Taufiquzzaman Peyash, Yash Khare

arxiv:2501.05948 v1 · 2025-01-10 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7DSP72LMYYID2OKUVJO23M3WJ5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Balalaika: Data-Centric, Prosody-Aware Annotation Pipeline for Russian Speech

Receipt and verification

First computed	2026-07-05T09:59:30.733365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8e4ffe96cc6103d3954aa5dadb3764f496305957fc5f537b359abc948e34f17

Aliases

arxiv: 2501.05948 · arxiv_version: 2501.05948v1 · doi: 10.48550/arxiv.2501.05948 · pith_short_12: 7DSP72LMYYID · pith_short_16: 7DSP72LMYYID2OKU · pith_short_8: 7DSP72LM

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/7DSP72LMYYID2OKUVJO23M3WJ5 \
  | 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: f8e4ffe96cc6103d3954aa5dadb3764f496305957fc5f537b359abc948e34f17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e3880eb5bf18f17608ca363501c16793f426bc6532916c8c8dc6a7d8544e9df",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-10T13:21:33Z",
    "title_canon_sha256": "8d8406e8be87e4a3e97d5bfcea3134022fccdb0a65a8bd58f4c3ce49f4ff5b26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05948",
    "kind": "arxiv",
    "version": 1
  }
}