Pith Number

pith:WGAGPRBA

pith:2018:WGAGPRBA3RX565XVWVPCRS3O3X

not attested not anchored not stored refs pending

Modeling Multi-speaker Latent Space to Improve Neural TTS: Quick Enrolling New Speaker and Enhancing Premium Voice

Frank Soong, Lei He, Yan Deng

arxiv:1812.05253 v4 · 2018-12-13 · eess.AS · cs.CL · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WGAGPRBA3RX565XVWVPCRS3O3X}

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	2026-07-05T00:00:53.852389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b18067c420dc6fdf76f5b55e28cb6eddc1a70d99b531701e609621917b144e6c

Aliases

arxiv: 1812.05253 · arxiv_version: 1812.05253v4 · doi: 10.48550/arxiv.1812.05253 · pith_short_12: WGAGPRBA3RX5 · pith_short_16: WGAGPRBA3RX565XV · pith_short_8: WGAGPRBA

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/WGAGPRBA3RX565XVWVPCRS3O3X \
  | 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: b18067c420dc6fdf76f5b55e28cb6eddc1a70d99b531701e609621917b144e6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2248611d29b1e133a22eefab588c4bc7ad74b7aff307ad19189701566b160bde",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2018-12-13T03:41:58Z",
    "title_canon_sha256": "d082f11d8be3fe615d6114db12a6ab53c83d424c358cfca0f8e3d42818eb1e4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.05253",
    "kind": "arxiv",
    "version": 4
  }
}