Pith Number

pith:J4NZ7NOS

pith:2023:J4NZ7NOSBCJAMVQ3CHHWXO4NYJ

not attested not anchored not stored refs pending

A Study on Incorporating Whisper for Robust Speech Assessment

Chiou-Shann Fuh, Hsin-Min Wang, Ryandhimas E. Zezario, Szu-Wei Fu, Yu Tsao, Yu-Wen Chen

arxiv:2309.12766 v4 · 2023-09-22 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J4NZ7NOSBCJAMVQ3CHHWXO4NYJ}

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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

BreezyVoice: Adapting TTS for Taiwanese Mandarin with Enhanced Polyphone Disambiguation -- Challenges and Insights

Receipt and verification

First computed	2026-07-05T08:13:09.148589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f1b9fb5d2089206561b11cf6bbb8dc2462c7e1138be08fe1a09927ab1fb8dfd

Aliases

arxiv: 2309.12766 · arxiv_version: 2309.12766v4 · doi: 10.48550/arxiv.2309.12766 · pith_short_12: J4NZ7NOSBCJA · pith_short_16: J4NZ7NOSBCJAMVQ3 · pith_short_8: J4NZ7NOS

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/J4NZ7NOSBCJAMVQ3CHHWXO4NYJ \
  | 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: 4f1b9fb5d2089206561b11cf6bbb8dc2462c7e1138be08fe1a09927ab1fb8dfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "135b4b5a0d7e5385df133b57c6097acab267b44ea3412b1727d7219b39059437",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-09-22T10:11:05Z",
    "title_canon_sha256": "5caa644d339b8365f92d8360ea82340b0002dc668d75112a83ef93a75193d453"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.12766",
    "kind": "arxiv",
    "version": 4
  }
}