Pith Number

pith:GDYMGTON

pith:2022:GDYMGTONLVI4EJPPLB44CA3XLD

not attested not anchored not stored refs pending

Training Autoregressive Speech Recognition Models with Limited in-domain Supervision

Chak-Fai Li, Francis Keith, Matthew Snover, William Hartmann

arxiv:2210.15135 v1 · 2022-10-27 · cs.CL · cs.SD · 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{GDYMGTONLVI4EJPPLB44CA3XLD}

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.

Receipt and verification

First computed	2026-07-05T05:11:02.551685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30f0c34dcd5d51c225ef5879c1037758d6f25020a0524a266fe32c5dc98de2ff

Aliases

arxiv: 2210.15135 · arxiv_version: 2210.15135v1 · doi: 10.48550/arxiv.2210.15135 · pith_short_12: GDYMGTONLVI4 · pith_short_16: GDYMGTONLVI4EJPP · pith_short_8: GDYMGTON

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/GDYMGTONLVI4EJPPLB44CA3XLD \
  | 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: 30f0c34dcd5d51c225ef5879c1037758d6f25020a0524a266fe32c5dc98de2ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04a7804e10d5203405d6b71f9cde1d441493a10034ef1ec5ae8d69b5f6320b36",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-27T02:49:23Z",
    "title_canon_sha256": "5b688bec8d4d79c9712c9adc0e37d1398ec227e2b4b04b1c94e0dcaa059e7587"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.15135",
    "kind": "arxiv",
    "version": 1
  }
}