Pith Number

pith:RKAUUFZE

pith:2018:RKAUUFZEMLZYGFYUTPW2J64LOD

not attested not anchored not stored refs pending

Improved training of end-to-end attention models for speech recognition

Albert Zeyer, Hermann Ney, Kazuki Irie, Ralf Schl\"uter

arxiv:1805.03294 v1 · 2018-05-08 · cs.CL · cs.LG · stat.ML

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

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\usepackage{pith}
\pithnumber{RKAUUFZEMLZYGFYUTPW2J64LOD}

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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

2 papers in Pith

End-to-End ASR for Code-switched Hindi-English Speech

Cross-Attention End-to-End ASR for Two-Party Conversations

Receipt and verification

First computed	2026-07-04T23:51:18.043701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a814a172462f38317149beda4fb8b70f6ec5cf9feccf9e6ba1119e188e96fe9

Aliases

arxiv: 1805.03294 · arxiv_version: 1805.03294v1 · doi: 10.48550/arxiv.1805.03294 · pith_short_12: RKAUUFZEMLZY · pith_short_16: RKAUUFZEMLZYGFYU · pith_short_8: RKAUUFZE

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/RKAUUFZEMLZYGFYUTPW2J64LOD \
  | 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: 8a814a172462f38317149beda4fb8b70f6ec5cf9feccf9e6ba1119e188e96fe9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bf9ae37ed76c5203ab5d9503e24c9bfdfcc56c0cfe87d5443a15fcdc2c8742a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-05-08T21:27:04Z",
    "title_canon_sha256": "6b9806b84518c276da2a20494b5e32966395dabc3b288c40f1e699723a7e58e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.03294",
    "kind": "arxiv",
    "version": 1
  }
}