Pith Number

pith:63M6I5PQ

pith:2025:63M6I5PQK5ZLA776R3U34UEIAN

not attested not anchored not stored refs pending

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks

Bengt Oelmann, Luciano Sebastian Martinez-Rau, Michele Magno, Nho-Duc Tran, Quynh Nguyen-Phuong Vu, Sebastian Bader, Yuxuan Zhang

arxiv:2505.02469 v1 · 2025-05-05 · cs.LG · 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{63M6I5PQK5ZLA776R3U34UEIAN}

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	2026-07-05T11:53:46.202530Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6d9e475f05772b07ffe8ee9be5088036917ffeaa865de307015b53a83f1e78a

Aliases

arxiv: 2505.02469 · arxiv_version: 2505.02469v1 · doi: 10.48550/arxiv.2505.02469 · pith_short_12: 63M6I5PQK5ZL · pith_short_16: 63M6I5PQK5ZLA776 · pith_short_8: 63M6I5PQ

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/63M6I5PQK5ZLA776R3U34UEIAN \
  | 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: f6d9e475f05772b07ffe8ee9be5088036917ffeaa865de307015b53a83f1e78a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5fde23f9d0967fab0faf19b8a9fbbcc5e7d3d0af6a1418ac6221eae5ebf602ba",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-05T08:54:19Z",
    "title_canon_sha256": "fe1cb78a2cb779388e2daf957be5f614f685941a3f7dc6986b6ee8f6b3f0fa44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02469",
    "kind": "arxiv",
    "version": 1
  }
}