Pith Number

pith:QIAZLCBN

pith:2025:QIAZLCBNJZQMHQ37NCAEIM367W

not attested not anchored not stored refs pending

Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning

Huang-Cheng Chou, Hung-yi Lee, Liang-Yeh Shen, Shi-Xin Fang, Yi-Cheng Lin

arxiv:2505.16220 v1 · 2025-05-22 · eess.AS · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QIAZLCBNJZQMHQ37NCAEIM367W}

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

2 papers in Pith

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

Mixed-Precision Information Bottlenecks for On-Device Trait-State Disentanglement in Bipolar Agitation Detection

Receipt and verification

First computed	2026-07-05T11:07:31.835550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

820195882d4e60c3c37f688044337efdbf924b5980320d8a50a48a59ca70e574

Aliases

arxiv: 2505.16220 · arxiv_version: 2505.16220v1 · doi: 10.48550/arxiv.2505.16220 · pith_short_12: QIAZLCBNJZQM · pith_short_16: QIAZLCBNJZQMHQ37 · pith_short_8: QIAZLCBN

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/QIAZLCBNJZQMHQ37NCAEIM367W \
  | 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: 820195882d4e60c3c37f688044337efdbf924b5980320d8a50a48a59ca70e574

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06590b5d3cf58a780195849a9d431eed5b09297309f8e5b9c45f4e27918bb99e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-05-22T04:44:20Z",
    "title_canon_sha256": "5ca590d06b7869ae4129e31ca7c2e10d1d35792deeea4411866fa7fa61e78751"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16220",
    "kind": "arxiv",
    "version": 1
  }
}