Pith Number

pith:45CQ3J5U

pith:2022:45CQ3J5URUWCTJUTBH6JIOGTZV

not attested not anchored not stored refs pending

Efficient Training of Neural Transducer for Speech Recognition

Hermann Ney, Ralf Schl\"uter, Wei Zhou, Wilfried Michel

arxiv:2204.10586 v4 · 2022-04-22 · 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{45CQ3J5URUWCTJUTBH6JIOGTZV}

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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.

Cited by

1 paper in Pith

Right Label Context in End-to-End Training of Time-Synchronous ASR Models

Receipt and verification

First computed	2026-07-05T07:02:24.878473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7450da7b48d2c29a69309fc9438d3cd73f2391ccba9480b9461858b1cdcbd76

Aliases

arxiv: 2204.10586 · arxiv_version: 2204.10586v4 · doi: 10.48550/arxiv.2204.10586 · pith_short_12: 45CQ3J5URUWC · pith_short_16: 45CQ3J5URUWCTJUT · pith_short_8: 45CQ3J5U

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/45CQ3J5URUWCTJUTBH6JIOGTZV \
  | 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: e7450da7b48d2c29a69309fc9438d3cd73f2391ccba9480b9461858b1cdcbd76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77318979f88b128f62a4b077c45b4e190b8d815e2c19f724b5af35e883f78d47",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-22T09:16:51Z",
    "title_canon_sha256": "07f37144067dcc46b00fe801f641e5e2d88eb451fc0b3df5200831aafd229d18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.10586",
    "kind": "arxiv",
    "version": 4
  }
}