Pith Number

pith:MBI7MWXX

pith:2024:MBI7MWXX3JBMPXNXN2V5FOOJEI

not attested not anchored not stored refs pending

BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics

Bernhard Sick, Christoph Scholz, Denis Huseljic, Jonas Lange, Lukas Rauch, Marek Herde, Moritz Wirth, Raphael Schwinger, Ren\'e Heinrich, Stefan Kahl, Sven Tomforde

arxiv:2403.10380 v6 · 2024-03-15 · cs.SD · cs.AI · 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{MBI7MWXX3JBMPXNXN2V5FOOJEI}

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

4 papers in Pith

Time-frequency localization of bird calls in dense soundscapes

Finding Needles in the Haystack: Transductive Active Labeling in Ecology

Ecologically-Constrained Task Arithmetic for Multi-Taxa Bioacoustic Classifiers Without Shared Data

Receipt and verification

First computed	2026-07-05T11:04:36.232120Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6051f65af7da42c7ddb76eabd2b9c9220b9007429f58d3ad870f7217eaee7678

Aliases

arxiv: 2403.10380 · arxiv_version: 2403.10380v6 · doi: 10.48550/arxiv.2403.10380 · pith_short_12: MBI7MWXX3JBM · pith_short_16: MBI7MWXX3JBMPXNX · pith_short_8: MBI7MWXX

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/MBI7MWXX3JBMPXNXN2V5FOOJEI \
  | 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: 6051f65af7da42c7ddb76eabd2b9c9220b9007429f58d3ad870f7217eaee7678

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7d13255e3a91c5a57854f27ee91836aff4f1d46f22c7d49db09a00f5f58266f",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-03-15T15:10:40Z",
    "title_canon_sha256": "97e3b37560ffea971b58fe73528b61fd165b87dd686f28a73faceb3e86cad5da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.10380",
    "kind": "arxiv",
    "version": 6
  }
}