Pith Number

pith:YFOUISKI

pith:2022:YFOUISKII6T6KGRXW4HJTWMZYA

not attested not anchored not stored refs pending

Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting

Jeff Farris, Katrin Kirchhoff, Monica Sunkara, Saket Dingliwal, Sravan Bodapati, Srikanth Ronanki

arxiv:2210.09510 v3 · 2022-10-18 · 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{YFOUISKII6T6KGRXW4HJTWMZYA}

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	2026-07-05T05:15:43.496572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c15d44494847a7e51a37b70e99d999c025fb6c32e69a1e8f9c3bac5ea545b1ef

Aliases

arxiv: 2210.09510 · arxiv_version: 2210.09510v3 · doi: 10.48550/arxiv.2210.09510 · pith_short_12: YFOUISKII6T6 · pith_short_16: YFOUISKII6T6KGRX · pith_short_8: YFOUISKI

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/YFOUISKII6T6KGRXW4HJTWMZYA \
  | 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: c15d44494847a7e51a37b70e99d999c025fb6c32e69a1e8f9c3bac5ea545b1ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "793db746ee733d1bcf433b071919370b08defc55d24918fefb62f7e11b4a9aa7",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-18T01:08:21Z",
    "title_canon_sha256": "937e385067a03646d56cbba72ba43fc00e048affc0a16c784d02fb270125908d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.09510",
    "kind": "arxiv",
    "version": 3
  }
}