Pith Number

pith:3DM5KTBP

pith:2024:3DM5KTBPYLPCOUV2ZOU3KWT2IZ

not attested not anchored not stored refs pending

Towards measuring fairness in speech recognition: Fair-Speech dataset

Fuchun Peng, Irina-Elena Veliche, Michael L. Seltzer, Ozlem Kalinli, Vineeth Ayyat Kochaniyan, Zhuangqun Huang

arxiv:2408.12734 v1 · 2024-08-22 · cs.AI · cs.CY · cs.SD · eess.AS · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3DM5KTBPYLPCOUV2ZOU3KWT2IZ}

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

Evaluating Bias in Phoneme-Based Automatic Speech Recognition Systems: An Analysis of IPA Transcription Models

Cross-Cultural Bias in Mel-Scale Representations: Evidence and Alternatives from Speech and Music

"OK Aura, Be Fair With Me": Demographics-Agnostic Training for Bias Mitigation in Wake-up Word Detection

Receipt and verification

First computed	2026-07-05T08:58:29.488888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8d9d54c2fc2de2752bacba9b55a7a467a77ef39cc23958a06e8c77d0a8a7a1a

Aliases

arxiv: 2408.12734 · arxiv_version: 2408.12734v1 · doi: 10.48550/arxiv.2408.12734 · pith_short_12: 3DM5KTBPYLPC · pith_short_16: 3DM5KTBPYLPCOUV2 · pith_short_8: 3DM5KTBP

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/3DM5KTBPYLPCOUV2ZOU3KWT2IZ \
  | 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: d8d9d54c2fc2de2752bacba9b55a7a467a77ef39cc23958a06e8c77d0a8a7a1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac4e1a731f8332869480593163834ef9c5f5945b5dc93050f04df2dd57053485",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.SD",
      "eess.AS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-22T20:55:17Z",
    "title_canon_sha256": "7e8edd6d5076f276074beb732b0503e6c9f4a4e746905f4f1dc328c610f7335a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12734",
    "kind": "arxiv",
    "version": 1
  }
}