Pith Number

pith:KKZUB3TO

pith:2024:KKZUB3TO7RA5W7AWUZYX577UJS

not attested not anchored not stored refs pending

Spectral and Rhythm Features for Audio Classification with Deep Convolutional Neural Networks

Friedrich Wolf-Monheim

arxiv:2410.06927 v2 · 2024-10-09 · cs.SD · cs.AI · cs.CV · cs.LG · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KKZUB3TO7RA5W7AWUZYX577UJS}

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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

15,500 Seconds: Lean UAV Classification Using EfficientNet and Lightweight Fine-Tuning

Receipt and verification

First computed	2026-07-05T12:11:13.768954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52b340ee6efc41db7c16a6717efff44ca96a75ff6775c606545600ff8616e679

Aliases

arxiv: 2410.06927 · arxiv_version: 2410.06927v2 · doi: 10.48550/arxiv.2410.06927 · pith_short_12: KKZUB3TO7RA5 · pith_short_16: KKZUB3TO7RA5W7AW · pith_short_8: KKZUB3TO

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/KKZUB3TO7RA5W7AWUZYX577UJS \
  | 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: 52b340ee6efc41db7c16a6717efff44ca96a75ff6775c606545600ff8616e679

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f165b140d360d3035fe1d0181e5d1916a88126deef9f2ac0f0361a96086dc565",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-10-09T14:21:59Z",
    "title_canon_sha256": "323cd0e47902d6a0825eb479cd49c4b6e9c48d2bd5340642abb048eb8c5db34f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06927",
    "kind": "arxiv",
    "version": 2
  }
}