Pith Number

pith:GNY7NTFF

pith:2026:GNY7NTFF5CGXMYEJ3JEBVYFXQM

not attested not anchored not stored refs pending

Test-Time Compute Scaling for ASR with Depth-Conditioned Looped Transformers

Driss Khalil, Ina Kodrasi, Petr Motlicek, Shakeel A. Sheikh, Shashi Kumar, Yacouba Kaloga

arxiv:2606.04678 v1 · 2026-06-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GNY7NTFF5CGXMYEJ3JEBVYFXQM}

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	2026-06-04T01:09:24.577290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3371f6cca5e88d766089da481ae0b7830beb5e298b4e5ef0b0840ae7c6b9258a

Aliases

arxiv: 2606.04678 · arxiv_version: 2606.04678v1 · doi: 10.48550/arxiv.2606.04678 · pith_short_12: GNY7NTFF5CGX · pith_short_16: GNY7NTFF5CGXMYEJ · pith_short_8: GNY7NTFF

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/GNY7NTFF5CGXMYEJ3JEBVYFXQM \
  | 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: 3371f6cca5e88d766089da481ae0b7830beb5e298b4e5ef0b0840ae7c6b9258a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8842a493ff29b03c7a29fc047dd739459f5bae577a5ff235da0d330c6dd440c4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-03T10:01:45Z",
    "title_canon_sha256": "d3e5ebd2795089cbd119174bc565e12d61f1737519c9421b48d790c4dcf64b37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04678",
    "kind": "arxiv",
    "version": 1
  }
}