Pith Number

pith:3XJWDFBF

pith:2024:3XJWDFBFEOX7CD4JJI6EH6PPT3

not attested not anchored not stored refs pending

Leveraging tropical reef, bird and unrelated sounds for superior transfer learning in marine bioacoustics

Aaron N. Rice, Abram B. Fleishman, Ashlee Lillis, Bart van Merri\"enboer, Ben Williams, Catherine A. D. Hobbs, Clemency E. White, Eleni Triantafillou, Jenny Hamer, Jill E. Munger, Kate E. Jones, Matthew McKown, Tom Denton, Tries B. Razak, Vincent Dumoulin

arxiv:2404.16436 v2 · 2024-04-25 · cs.SD · cs.AI · 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{3XJWDFBFEOX7CD4JJI6EH6PPT3}

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

AVEX: What Matters for Animal Vocalization Encoding

Receipt and verification

First computed	2026-07-05T08:16:26.995126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddd361942523aff10f894a3c43f9ef9ec513d2ab2b94674672212f942d80b4df

Aliases

arxiv: 2404.16436 · arxiv_version: 2404.16436v2 · doi: 10.48550/arxiv.2404.16436 · pith_short_12: 3XJWDFBFEOX7 · pith_short_16: 3XJWDFBFEOX7CD4J · pith_short_8: 3XJWDFBF

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/3XJWDFBFEOX7CD4JJI6EH6PPT3 \
  | 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: ddd361942523aff10f894a3c43f9ef9ec513d2ab2b94674672212f942d80b4df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc7b34bdee3752bc81480e14c4c9bc8ebada150f0e41f9098b393456ca462d97",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-04-25T09:12:35Z",
    "title_canon_sha256": "26a703ead7345d038c577d71107eea0105b0dd431f68f7660e16eabc51291923"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16436",
    "kind": "arxiv",
    "version": 2
  }
}