Pith Number

pith:MEUZF5HM

pith:2018:MEUZF5HM35W44YDPIYOTCREGD6

not attested not anchored not stored refs pending

Scaling and bias codes for modeling speaker-adaptive DNN-based speech synthesis systems

Hieu-Thi Luong, Junichi Yamagishi

arxiv:1807.11632 v2 · 2018-07-31 · eess.AS · cs.SD · 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{MEUZF5HM35W44YDPIYOTCREGD6}

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	2026-05-18T00:04:29.488961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

612992f4ecdf6dce606f461d3144861f8d27ec4ff9cd6b2739ce50501485b7eb

Aliases

arxiv: 1807.11632 · arxiv_version: 1807.11632v2 · doi: 10.48550/arxiv.1807.11632 · pith_short_12: MEUZF5HM35W4 · pith_short_16: MEUZF5HM35W44YDP · pith_short_8: MEUZF5HM

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/MEUZF5HM35W44YDPIYOTCREGD6 \
  | 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: 612992f4ecdf6dce606f461d3144861f8d27ec4ff9cd6b2739ce50501485b7eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad9443a16cf1065b12f8bfc7362443861659cc5018c8948f4f38020c9e2d17fd",
    "cross_cats_sorted": [
      "cs.SD",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2018-07-31T02:29:41Z",
    "title_canon_sha256": "0e320abdd791b1af4566636abb83e177211c9ddc95579c0715a020488f235cba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.11632",
    "kind": "arxiv",
    "version": 2
  }
}