Pith Number

pith:E4SNF44Q

pith:2021:E4SNF44QOWMJRKYTIVQ7WJ7QQE

not attested not anchored not stored refs pending

A Survey on Neural Speech Synthesis

Frank Soong, Tao Qin, Tie-Yan Liu, Xu Tan

arxiv:2106.15561 v3 · 2021-06-29 · eess.AS · cs.CL · cs.LG · cs.MM · cs.SD

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\usepackage{pith}
\pithnumber{E4SNF44QOWMJRKYTIVQ7WJ7QQE}

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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

11 papers in Pith

Bagpiper-TTS: Natural Language Guided Universal Speech Synthesis

DisSpeech: Low-Resource Controllable Mandarin Stuttered Speech Synthesis for ASR Augmentation

N\"ushuVoice: Reviving the Voice of Endangered N\"ushu with Pitch-Aware Text-to-Speech

Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

One Voice, Many Tongues: Cross-Lingual Voice Cloning for Scientific Speech

Receipt and verification

First computed	2026-07-05T03:00:09.966542Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2724d2f390759898ab134561fb27f0811f4b495b44a35f42436c8a983b613a72

Aliases

arxiv: 2106.15561 · arxiv_version: 2106.15561v3 · doi: 10.48550/arxiv.2106.15561 · pith_short_12: E4SNF44QOWMJ · pith_short_16: E4SNF44QOWMJRKYT · pith_short_8: E4SNF44Q

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/E4SNF44QOWMJRKYTIVQ7WJ7QQE \
  | 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: 2724d2f390759898ab134561fb27f0811f4b495b44a35f42436c8a983b613a72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26abbed34cabcd209a2ef26701ba5543b7b272c3110ed27e563ea2f5594b0fb2",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.MM",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-06-29T16:50:51Z",
    "title_canon_sha256": "a5be49861ab9bf40131a71203e9a18d8014abe58b15e9abf286690bc89ad588b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.15561",
    "kind": "arxiv",
    "version": 3
  }
}