Pith Number

pith:5DOOC5SK

pith:2022:5DOOC5SK6PDPU3MZUFYWZP2C6A

not attested not anchored not stored refs pending

To train or not to train adversarially: A study of bias mitigation strategies for speaker recognition

Krishna Somandepalli, Raghuveer Peri, Shrikanth Narayanan

arxiv:2203.09122 v1 · 2022-03-17 · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5DOOC5SK6PDPU3MZUFYWZP2C6A}

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

1 paper in Pith

Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI

Receipt and verification

First computed	2026-07-05T04:06:07.666781Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8dce1764af3c6fa6d99a1716cbf42f00c81c112970f9bef523b246ab6c2265b

Aliases

arxiv: 2203.09122 · arxiv_version: 2203.09122v1 · doi: 10.48550/arxiv.2203.09122 · pith_short_12: 5DOOC5SK6PDP · pith_short_16: 5DOOC5SK6PDPU3MZ · pith_short_8: 5DOOC5SK

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/5DOOC5SK6PDPU3MZUFYWZP2C6A \
  | 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: e8dce1764af3c6fa6d99a1716cbf42f00c81c112970f9bef523b246ab6c2265b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b270a571e0af6b59b79f83228b2472a362ecb2308bc2c834f8dc94d958a3e739",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2022-03-17T06:56:48Z",
    "title_canon_sha256": "950e28af19f3dbbaeede7e819426d0e8d3058586b7f1291710fa93fb87492888"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.09122",
    "kind": "arxiv",
    "version": 1
  }
}