Pith Number

pith:QP3XYE3U

pith:2023:QP3XYE3UR7I5FHQV7EXFMTTIJG

not attested not anchored not stored refs pending

BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics

Bart van Merri\"enboer, Eleni Triantafillou, Holger Klinck, Jenny Hamer, Stefan Kahl, Tom Denton, Vincent Dumoulin

arxiv:2312.07439 v2 · 2023-12-12 · 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{QP3XYE3UR7I5FHQV7EXFMTTIJG}

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

9 papers in Pith

Decoding Insect Song: A Multitask Semisupervised Orthoptera Bioacoustic Classifier

Finding Needles in the Haystack: Transductive Active Labeling in Ecology

A strongly annotated passive acoustic dataset for tropical bird monitoring

CoarseSoundNet: Building a reliable model for ecological soundscape analysis

Receipt and verification

First computed	2026-07-05T07:23:32.412646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83f77c13748fd1d29e15f92e564e684981f1c1e18f7d74b03a7a6550c1b110da

Aliases

arxiv: 2312.07439 · arxiv_version: 2312.07439v2 · doi: 10.48550/arxiv.2312.07439 · pith_short_12: QP3XYE3UR7I5 · pith_short_16: QP3XYE3UR7I5FHQV · pith_short_8: QP3XYE3U

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/QP3XYE3UR7I5FHQV7EXFMTTIJG \
  | 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: 83f77c13748fd1d29e15f92e564e684981f1c1e18f7d74b03a7a6550c1b110da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4189ca41868490bb45f995ed9f92f5a7ddd307b2b5e95a8f267efc2ce98b453b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-12T17:06:39Z",
    "title_canon_sha256": "38ba7535a919f5b46c7d6a8c1c868fbf6924c3729d0e389e0f6796d9eb70347d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.07439",
    "kind": "arxiv",
    "version": 2
  }
}