Pith Number

pith:YHWKXVB4

pith:2025:YHWKXVB4E5X5N2VSTCWICM7OSJ

not attested not anchored not stored refs pending

Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach

Huang-Cheng Chou, Hung-yi Lee, Yi-Cheng Lin

arxiv:2505.14449 v3 · 2025-05-20 · 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{YHWKXVB4E5X5N2VSTCWICM7OSJ}

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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

2 papers in Pith

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents

AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling

Receipt and verification

First computed	2026-07-05T11:12:32.350087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1ecabd43c276fd6eab298ac8133ee924893f11b30c82b044da954c250a8ff64

Aliases

arxiv: 2505.14449 · arxiv_version: 2505.14449v3 · doi: 10.48550/arxiv.2505.14449 · pith_short_12: YHWKXVB4E5X5 · pith_short_16: YHWKXVB4E5X5N2VS · pith_short_8: YHWKXVB4

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/YHWKXVB4E5X5N2VSTCWICM7OSJ \
  | 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: c1ecabd43c276fd6eab298ac8133ee924893f11b30c82b044da954c250a8ff64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c942e27aab359d36678cca7a4a84a3c4ad0ce290ce810de8115b6c40677f973",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-05-20T14:50:44Z",
    "title_canon_sha256": "76b59f8dcf66b05082694b6020eb3dcdec0cba6ad4956236b68b7cb8ff27e22f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14449",
    "kind": "arxiv",
    "version": 3
  }
}