Pith Number

pith:DX46ISUI

pith:2020:DX46ISUIUBJCNGZT2RBMRXMXRE

not attested not anchored not stored refs pending

Transformer-Transducers for Code-Switched Speech Recognition

Katrin Kirchhoff, Siddharth Dalmia, Srikanth Ronanki, Yuzong Liu

arxiv:2011.15023 v2 · 2020-11-30 · cs.CL · 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{DX46ISUIUBJCNGZT2RBMRXMXRE}

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	2026-07-05T02:15:12.494591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1df9e44a88a052269b33d442c8dd9789104f21aab65299e92736572d96e335b4

Aliases

arxiv: 2011.15023 · arxiv_version: 2011.15023v2 · doi: 10.48550/arxiv.2011.15023 · pith_short_12: DX46ISUIUBJC · pith_short_16: DX46ISUIUBJCNGZT · pith_short_8: DX46ISUI

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/DX46ISUIUBJCNGZT2RBMRXMXRE \
  | 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: 1df9e44a88a052269b33d442c8dd9789104f21aab65299e92736572d96e335b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72d0abb2688fb0c5011c17daef7ab13269292d4d978cb0c7aec7f951f7977689",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-11-30T17:27:41Z",
    "title_canon_sha256": "408ce200e54110c633a5a29119c45a294466188df65df8e1bc6aa20c3ec91118"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.15023",
    "kind": "arxiv",
    "version": 2
  }
}