Pith Number

pith:KBRLNIX2

pith:2021:KBRLNIX2P3TX7ONNOFE6VSYYJC

not attested not anchored not stored refs pending

Linguistic and Gender Variation in Speech Emotion Recognition using Spectral Features

Ruairi O'Reilly, Ryan Donovan, Zachary Dair

arxiv:2112.09596 v2 · 2021-12-17 · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{KBRLNIX2P3TX7ONNOFE6VSYYJC}

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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

"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases

Receipt and verification

First computed	2026-07-05T05:10:53.693891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5062b6a2fa7ee77fb9ad7149eacb1848acef7ff4ce17a85818039334f2aba40f

Aliases

arxiv: 2112.09596 · arxiv_version: 2112.09596v2 · doi: 10.48550/arxiv.2112.09596 · pith_short_12: KBRLNIX2P3TX · pith_short_16: KBRLNIX2P3TX7ONN · pith_short_8: KBRLNIX2

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/KBRLNIX2P3TX7ONNOFE6VSYYJC \
  | 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: 5062b6a2fa7ee77fb9ad7149eacb1848acef7ff4ce17a85818039334f2aba40f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b9ce1e63c64461090b5ae700620f75bf8eee0221cff95de7fb4180843c17034",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2021-12-17T16:14:51Z",
    "title_canon_sha256": "c6fa13afa9790beba587e13bb9486c5f24cc460816cc17deab0c03d01d6ca47e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.09596",
    "kind": "arxiv",
    "version": 2
  }
}