Pith Number

pith:3CYQRHF2

pith:2025:3CYQRHF2HTKKI2RESQ4CUHXPPB

not attested not anchored not stored refs pending

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

Haoyue Zhan, Huan Liao, Pengyuan Xie, Qiang Zhang, Qinke Ni, Yiheng Lu, Yuancheng Wang, Zhizheng Wu

arxiv:2508.04195 v1 · 2025-08-06 · cs.SD · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CYQRHF2HTKKI2RESQ4CUHXPPB}

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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

6 papers in Pith

TriA Pipeline: A Large-Scale Automatic Audio Annotation Pipeline For Audio Classification In Specific Scenarios

Beyond Words: Towards Effective Modeling of Non-Verbal Vocalizations in ASR

OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models

Towards Fine-Grained Multi-Dimensional Speech Understanding: Data Pipeline, Benchmark, and Model

TTS-PRISM: A Perceptual Reasoning and Interpretable Speech Model for Fine-Grained Diagnosis

Receipt and verification

First computed	2026-07-05T11:49:22.533678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8b1089cba3cd4a46a2494382a1eef7862e2dce507f47abaa9575f59a46b10a3

Aliases

arxiv: 2508.04195 · arxiv_version: 2508.04195v1 · doi: 10.48550/arxiv.2508.04195 · pith_short_12: 3CYQRHF2HTKK · pith_short_16: 3CYQRHF2HTKKI2RE · pith_short_8: 3CYQRHF2

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/3CYQRHF2HTKKI2RESQ4CUHXPPB \
  | 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: d8b1089cba3cd4a46a2494382a1eef7862e2dce507f47abaa9575f59a46b10a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be8e685b840de450e2dc01ed5a82483c68e46720882db4679b04e89d561512c4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-08-06T08:25:26Z",
    "title_canon_sha256": "4002aa265a5dd1c603168f48a13b7de5f7073a6b5bc7a93bbca639930af98386"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04195",
    "kind": "arxiv",
    "version": 1
  }
}