Pith. sign in
Pith Number

pith:4HMQOECW

pith:2025:4HMQOECWIZYFYVMF5AI74PDHW2
not attested not anchored not stored refs pending

Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition

Chi-Chun Lee, Shreya G. Upadhyay, Woan-Shiuan Chien

arxiv:2501.00995 v1 · 2025-01-02 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4HMQOECWIZYFYVMF5AI74PDHW2}

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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.
Receipt and verification
First computed 2026-07-05T09:56:12.923985Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e1d907105646705c5585e811fe3c67b69b6820c6f764816fc8a342622ab2a846

Aliases

arxiv: 2501.00995 · arxiv_version: 2501.00995v1 · doi: 10.48550/arxiv.2501.00995 · pith_short_12: 4HMQOECWIZYF · pith_short_16: 4HMQOECWIZYFYVMF · pith_short_8: 4HMQOECW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4HMQOECWIZYFYVMF5AI74PDHW2 \
  | 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: e1d907105646705c5585e811fe3c67b69b6820c6f764816fc8a342622ab2a846
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bb655188a98b25ec4bdf88a2022e346505df7820d3b0fe7e86b76602be87852e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-02T01:21:34Z",
    "title_canon_sha256": "ea597d8fe035319feb60b9297ff9b6cdc8b9d27cf41e8d55d87b4553a1d26642"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00995",
    "kind": "arxiv",
    "version": 1
  }
}