Pith Number

pith:BWPUPJVM

pith:2025:BWPUPJVM7TN62CSEIWAPEW3M43

not attested not anchored not stored refs pending

PatchDSU: Uncertainty Modeling for Out of Distribution Generalization in Keyword Spotting

Bronya Roni Chernyak, Joseph Keshet, Yael Segal, Yosi Shrem

arxiv:2508.03190 v1 · 2025-08-05 · eess.AS · 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{BWPUPJVM7TN62CSEIWAPEW3M43}

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.

Receipt and verification

First computed	2026-07-05T11:48:38.587503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d9f47a6acfcdbed0a444580f25b6ce6e443487fc7215180092b47c178871e3b

Aliases

arxiv: 2508.03190 · arxiv_version: 2508.03190v1 · doi: 10.48550/arxiv.2508.03190 · pith_short_12: BWPUPJVM7TN6 · pith_short_16: BWPUPJVM7TN62CSE · pith_short_8: BWPUPJVM

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/BWPUPJVM7TN62CSEIWAPEW3M43 \
  | 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: 0d9f47a6acfcdbed0a444580f25b6ce6e443487fc7215180092b47c178871e3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ff0c1c13bbe9534f1b69e00eb91e50172d7741b10fc81ab4db4b319f6a3bf55",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-08-05T07:57:01Z",
    "title_canon_sha256": "063e96bd86d87bdcc56165c33ad6faf1b600873a6da7a023d83d462d218cc5ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03190",
    "kind": "arxiv",
    "version": 1
  }
}