Pith Number

pith:PHWSBSR4

pith:2023:PHWSBSR4FHF23J3CDQK6E2QPHZ

not attested not anchored not stored refs pending

Personalization for BERT-based Discriminative Speech Recognition Rescoring

Aditya Gourav, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu

arxiv:2307.06832 v1 · 2023-07-13 · eess.AS · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PHWSBSR4FHF23J3CDQK6E2QPHZ}

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	2026-07-05T06:30:38.214766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79ed20ca3c29cbada7621c15e26a0f3e6f679f258148c36893fc1c701aa055dc

Aliases

arxiv: 2307.06832 · arxiv_version: 2307.06832v1 · doi: 10.48550/arxiv.2307.06832 · pith_short_12: PHWSBSR4FHF2 · pith_short_16: PHWSBSR4FHF23J3C · pith_short_8: PHWSBSR4

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/PHWSBSR4FHF23J3CDQK6E2QPHZ \
  | 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: 79ed20ca3c29cbada7621c15e26a0f3e6f679f258148c36893fc1c701aa055dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03eab51d99a24cad618c947ebf164064604e37059e336e6ebb73a46ccab63586",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-07-13T15:54:32Z",
    "title_canon_sha256": "eeaf3a8c2f7ab0ee3f88a97a3c0e7046441132cde441723763758510df72cbdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.06832",
    "kind": "arxiv",
    "version": 1
  }
}