Pith Number

pith:ZVZITOL3

pith:2026:ZVZITOL3CND3Z7ZGLHBCC3A4DQ

not attested not anchored not stored refs pending

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning

Bashima Islam, Jialu Li, Kexin Hu, Mark Hasegawa-Johnson, Mohammad Nur Hossain Khan, Nancy L. McElwain, Xulin Fan

arxiv:2608.11587 v1 · 2026-08-12 · eess.AS · cs.CL · 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{ZVZITOL3CND3Z7ZGLHBCC3A4DQ}

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

1 paper in Pith

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning

Receipt and verification

First computed	2026-08-13T00:22:14.864590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd7289b97b1347bcff2659c2216c1c1c0e32e6af54c6e538bf443fabda8decd2

Aliases

arxiv: 2608.11587 · arxiv_version: 2608.11587v1 · doi: 10.48550/arxiv.2608.11587 · pith_short_12: ZVZITOL3CND3 · pith_short_16: ZVZITOL3CND3Z7ZG · pith_short_8: ZVZITOL3

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/ZVZITOL3CND3Z7ZGLHBCC3A4DQ \
  | 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: cd7289b97b1347bcff2659c2216c1c1c0e32e6af54c6e538bf443fabda8decd2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f839b214e460f7a1626bf6f2646fbd0988904217fddb858f660802cefdf0d0c",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-08-12T02:55:21Z",
    "title_canon_sha256": "473cc880e4e88a20303696248d5e5216adad03f412f89ebf6bbb9c995f10854e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.11587",
    "kind": "arxiv",
    "version": 1
  }
}