Pith Number

pith:QSUYQAKS

pith:2026:QSUYQAKSPWX3ZDAPVOSC777A55

not attested not anchored not stored refs pending

Advancing Speaker-Based Vocal Effort Classification with WavLM and Data Augmentation in Naturalistic Non-Calibrated Speech Recordings

John H. L. Hansen, Zahra Omidi

arxiv:2606.27543 v1 · 2026-06-25 · cs.SD · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QSUYQAKSPWX3ZDAPVOSC777A55}

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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

Advancing Speaker-Based Vocal Effort Classification with WavLM and Data Augmentation in Naturalistic Non-Calibrated Speech Recordings

Receipt and verification

First computed	2026-06-29T00:14:09.567750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84a98801527dafbc8c0faba42fffe0ef5e36e93b4619228c97356d853dc43cca

Aliases

arxiv: 2606.27543 · arxiv_version: 2606.27543v1 · doi: 10.48550/arxiv.2606.27543 · pith_short_12: QSUYQAKSPWX3 · pith_short_16: QSUYQAKSPWX3ZDAP · pith_short_8: QSUYQAKS

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/QSUYQAKSPWX3ZDAPVOSC777A55 \
  | 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: 84a98801527dafbc8c0faba42fffe0ef5e36e93b4619228c97356d853dc43cca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0869c69160d211e8fd392296ab0e656c280eb2a5599655d5f478fd1a26cea0d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-25T20:46:48Z",
    "title_canon_sha256": "59a3478f64e103bc568bdc52e744af8b1bc85d4f34b357b868c0f06351bafac0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27543",
    "kind": "arxiv",
    "version": 1
  }
}