Pith Number

pith:VQO4DAHK

pith:2018:VQO4DAHK2IHF7TWGC7FWDTWSS6

not attested not anchored not stored refs pending

Deep Learning for Audio Transcription on Low-Resource Datasets

Dan Stowell, Veronica Morfi

arxiv:1807.03697 v2 · 2018-07-10 · 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{VQO4DAHK2IHF7TWGC7FWDTWSS6}

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	2026-05-18T00:10:59.116065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac1dc180ead20e5fcec617cb61ced2978f8e1675c478d435bbda5375ee1b197a

Aliases

arxiv: 1807.03697 · arxiv_version: 1807.03697v2 · doi: 10.48550/arxiv.1807.03697 · pith_short_12: VQO4DAHK2IHF · pith_short_16: VQO4DAHK2IHF7TWG · pith_short_8: VQO4DAHK

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/VQO4DAHK2IHF7TWGC7FWDTWSS6 \
  | 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: ac1dc180ead20e5fcec617cb61ced2978f8e1675c478d435bbda5375ee1b197a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "853e84feb202d7629cb6174ddabd5f8862787f0ed429b58783e4c7e28503a7d1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-10T15:12:23Z",
    "title_canon_sha256": "6b387779f2b5b328b2bb29035e778a0a6bd51a779960556bec630e1f5feaf82d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.03697",
    "kind": "arxiv",
    "version": 2
  }
}