Pith Number

pith:2XA2ZQC6

pith:2018:2XA2ZQC6EZM4EHS5ZOFOX7UJDH

not attested not anchored not stored refs pending

Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron

Daisy Stanton, Eric Battenberg, Joel Shor, Rif A. Saurous, RJ Skerry-Ryan, Rob Clark, Ron J. Weiss, Ying Xiao, Yuxuan Wang

arxiv:1803.09047 v1 · 2018-03-24 · 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{2XA2ZQC6EZM4EHS5ZOFOX7UJDH}

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.

Cited by

5 papers in Pith

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

M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention

Forward-Backward Decoding for Regularizing End-to-End TTS

Reducing malicious use of synthetic media research: Considerations and potential release practices for machine learning

Knowing What to Stress: A Discourse-Conditioned Text-to-Speech Benchmark

Receipt and verification

First computed	2026-05-18T00:20:12.771019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5c1acc05e2659c21e5dcb8aebfe8919d2021757851a191f55686c190ab6b533

Aliases

arxiv: 1803.09047 · arxiv_version: 1803.09047v1 · doi: 10.48550/arxiv.1803.09047 · pith_short_12: 2XA2ZQC6EZM4 · pith_short_16: 2XA2ZQC6EZM4EHS5 · pith_short_8: 2XA2ZQC6

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/2XA2ZQC6EZM4EHS5ZOFOX7UJDH \
  | 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: d5c1acc05e2659c21e5dcb8aebfe8919d2021757851a191f55686c190ab6b533

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4653c9b397f646541af66fb6540cfcf19548d11b84c273fa5450174284f402f6",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-03-24T02:52:58Z",
    "title_canon_sha256": "ea56430525a30d4e11c49205eb106e2fcd3129731ba5519e708ab154319001ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.09047",
    "kind": "arxiv",
    "version": 1
  }
}