Pith Number

pith:K7UJIJLB

pith:2022:K7UJIJLBFYUFJGL37Q3UJV7GDI

not attested not anchored not stored refs pending

Contextual Adapters for Personalized Speech Recognition in Neural Transducers

Athanasios Mouchtaris, Feng-Ju Chang, Grant P. Strimel, Jing Liu, Jinru Su, Kanthashree Mysore Sathyendra, Siegfried Kunzmann, Thejaswi Muniyappa

arxiv:2205.13660 v1 · 2022-05-26 · cs.CL · 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{K7UJIJLBFYUFJGL37Q3UJV7GDI}

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	2026-07-05T04:26:50.695266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57e89425612e2854997bfc3744d7e61a3a459e9010a29ba46510ea2132c46fd3

Aliases

arxiv: 2205.13660 · arxiv_version: 2205.13660v1 · doi: 10.48550/arxiv.2205.13660 · pith_short_12: K7UJIJLBFYUF · pith_short_16: K7UJIJLBFYUFJGL3 · pith_short_8: K7UJIJLB

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/K7UJIJLBFYUFJGL37Q3UJV7GDI \
  | 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: 57e89425612e2854997bfc3744d7e61a3a459e9010a29ba46510ea2132c46fd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf981b2c08a89da07686ca2a72f5054faab71d934d62019fff0e12e5425a5d24",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-26T22:46:28Z",
    "title_canon_sha256": "7e9d688b0bea80340e8bede434e1f6c32e311b541253258b2df68d3e4f0f414c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.13660",
    "kind": "arxiv",
    "version": 1
  }
}