Pith Number

pith:TNPZWODA

pith:2025:TNPZWODAFCFEJNU2TZTQR7E3EU

not attested not anchored not stored refs pending

Audio-Aware Large Language Models as Judges for Speaking Styles

Cheng-Han Chiang, Chung-Ching Lin, Hung-yi Lee, Kevin Lin, Lijuan Wang, Linjie Li, Radu Kopetz, Xiaofei Wang, Yao Qian, Zhendong Wang, Zhengyuan Yang

arxiv:2506.05984 v1 · 2025-06-06 · eess.AS · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TNPZWODAFCFEJNU2TZTQR7E3EU}

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

3 papers in Pith

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents

Game-Time: Evaluating Temporal Dynamics in Spoken Language Models

NVBench: A Benchmark for Speech Synthesis with Non-Verbal Vocalizations

Receipt and verification

First computed	2026-07-05T11:17:14.230445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b5f9b3860288a44b69a9e6708fc9b2525987bf0d8881e7f7de814f9ffebcf1b

Aliases

arxiv: 2506.05984 · arxiv_version: 2506.05984v1 · doi: 10.48550/arxiv.2506.05984 · pith_short_12: TNPZWODAFCFE · pith_short_16: TNPZWODAFCFEJNU2 · pith_short_8: TNPZWODA

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/TNPZWODAFCFEJNU2TZTQR7E3EU \
  | 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: 9b5f9b3860288a44b69a9e6708fc9b2525987bf0d8881e7f7de814f9ffebcf1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae794a6eb21ff73e2f4a8a9c661354b5b8ec75942a29db3da6f52a87fb4d476f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-06-06T11:05:48Z",
    "title_canon_sha256": "078c9b8968911ebae9646c129e2943c27e9ad5867ae48b7bbd23de9a491bec90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05984",
    "kind": "arxiv",
    "version": 1
  }
}