Pith Number

pith:ISYYNZCA

pith:2018:ISYYNZCADGLICJBNYZUSGBIRLT

not attested not anchored not stored refs pending

Sequence Training of DNN Acoustic Models With Natural Gradient

Adnan Haider, Philip C. Woodland

arxiv:1804.02204 v1 · 2018-04-06 · cs.CL · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ISYYNZCADGLICJBNYZUSGBIRLT}

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	2026-05-18T00:19:05.557419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44b186e440199681242dc6692305115cfc0a32d412ff74d6902ddffe43ca5c68

Aliases

arxiv: 1804.02204 · arxiv_version: 1804.02204v1 · doi: 10.48550/arxiv.1804.02204 · pith_short_12: ISYYNZCADGLI · pith_short_16: ISYYNZCADGLICJBN · pith_short_8: ISYYNZCA

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/ISYYNZCADGLICJBNYZUSGBIRLT \
  | 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: 44b186e440199681242dc6692305115cfc0a32d412ff74d6902ddffe43ca5c68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f94ff0326715510c2644304725f71cf053cdd5b6376852cfd6e8df017886ef3f",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-04-06T11:05:53Z",
    "title_canon_sha256": "365806dfa73dcb1df25ac594c4a96e282963fc1b6e7f85ddcf280831d67a797d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.02204",
    "kind": "arxiv",
    "version": 1
  }
}