Pith Number

pith:SPK2H62U

pith:2018:SPK2H62UIA36AGKX2J6UKFEKWA

not attested not anchored not stored refs pending

Hierarchical Generative Modeling for Controllable Speech Synthesis

Heiga Zen, Jonathan Shen, Patrick Nguyen, Ron J. Weiss, Ruoming Pang, Wei-Ning Hsu, Ye Jia, Yonghui Wu, Yuan Cao, Yuxuan Wang, Yu Zhang, Zhifeng Chen

arxiv:1810.07217 v2 · 2018-10-16 · cs.CL · cs.LG · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SPK2H62UIA36AGKX2J6UKFEKWA}

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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

1 paper in Pith

A Methodology for Controlling the Emotional Expressiveness in Synthetic Speech -- a Deep Learning approach

Receipt and verification

First computed	2026-05-17T23:57:21.309986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93d5a3fb544037e01957d27d45148ab034f9e8f79020f2a96cb6d82ede1884eb

Aliases

arxiv: 1810.07217 · arxiv_version: 1810.07217v2 · doi: 10.48550/arxiv.1810.07217 · pith_short_12: SPK2H62UIA36 · pith_short_16: SPK2H62UIA36AGKX · pith_short_8: SPK2H62U

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/SPK2H62UIA36AGKX2J6UKFEKWA \
  | 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: 93d5a3fb544037e01957d27d45148ab034f9e8f79020f2a96cb6d82ede1884eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2b9df581183d1095eb01630dd0a139fd4863804d336d80c2c24508a1a2678a5",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-10-16T18:20:02Z",
    "title_canon_sha256": "feafb640b47bdfa90991dc18c1d2ea5e955fb0c5a3e1921f78ad093c2f4f2484"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.07217",
    "kind": "arxiv",
    "version": 2
  }
}