Pith Number

pith:KF5JSZUR

pith:2020:KF5JSZURZXAAQEPIJ5NKBMYRWQ

not attested not anchored not stored refs pending

Focus on the present: a regularization method for the ASR source-target attention layer

Jes\'us Villalba, Najim Dehak, Nanxin Chen, Piotr \.Zelasko

arxiv:2011.01210 v1 · 2020-11-02 · eess.AS · 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{KF5JSZURZXAAQEPIJ5NKBMYRWQ}

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	2026-07-05T01:48:23.837439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

517a996691cdc00811e84f5aa0b311b412a70a681e14d7eca620959165008160

Aliases

arxiv: 2011.01210 · arxiv_version: 2011.01210v1 · doi: 10.48550/arxiv.2011.01210 · pith_short_12: KF5JSZURZXAA · pith_short_16: KF5JSZURZXAAQEPI · pith_short_8: KF5JSZUR

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/KF5JSZURZXAAQEPIJ5NKBMYRWQ \
  | 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: 517a996691cdc00811e84f5aa0b311b412a70a681e14d7eca620959165008160

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31c8f53a3ff89864b027c6a57b008e905a6964dd1c09a8f5ebb07db3b9047ab4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-11-02T18:56:33Z",
    "title_canon_sha256": "303cc3cebf63788f05294e69c5aa4c9882a8477850a6823cbe85c7413fd1b36c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.01210",
    "kind": "arxiv",
    "version": 1
  }
}