Pith Number

pith:OV73LV5U

pith:2021:OV73LV5UCLE3FBJM4EYAFMZGP6

not attested not anchored not stored refs pending

Quantifying Bias in Automatic Speech Recognition

Bence Mark Halpern, Odette Scharenborg, Olya Kudina, Siyuan Feng

arxiv:2103.15122 v2 · 2021-03-28 · eess.AS · cs.CL · 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{OV73LV5UCLE3FBJM4EYAFMZGP6}

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

8 papers in Pith

Vaani Benchmark V1.0: An Inclusive Multimodal Benchmark Dataset for Hindi

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

Speak Your Mind: The Speech Continuation Task as a Probe of Voice-Based Model Bias

Voice, Bias, and Coreference: An Interpretability Study of Gender in Speech Translation

Few-Shot Synthetic Accented Speech for ASR Fine-Tuning: What Helps and When?

Receipt and verification

First computed	2026-07-05T02:28:22.144434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

757fb5d7b412c9b2852ce13002b3267f8486c468bf518a1c29b5ddef3dbda0bd

Aliases

arxiv: 2103.15122 · arxiv_version: 2103.15122v2 · doi: 10.48550/arxiv.2103.15122 · pith_short_12: OV73LV5UCLE3 · pith_short_16: OV73LV5UCLE3FBJM · pith_short_8: OV73LV5U

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/OV73LV5UCLE3FBJM4EYAFMZGP6 \
  | 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: 757fb5d7b412c9b2852ce13002b3267f8486c468bf518a1c29b5ddef3dbda0bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a92dfb056d3104ec9dbff6e3d4c73425e5a116aab9da0dcba20dbb7b20a4c40",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-03-28T12:52:03Z",
    "title_canon_sha256": "01124ea5bba79441f54d17b1cba4a107fac5d630efa308811d495ac6aa4068d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.15122",
    "kind": "arxiv",
    "version": 2
  }
}