Pith Number

pith:7SUWC5OL

pith:2025:7SUWC5OLEM5D6F2XH6ZNUCKCVA

not attested not anchored not stored refs pending

Synthetic data enables context-aware bioacoustic sound event detection

Benjamin Hoffman, Damian Elias, Daniela Canestrari, David Robinson, Eva Trapote, Felix Effenberger, Maddie Cusimano, Marius Miron, Masato Hagiwara, Olivier Pietquin, Vittorio Baglione

arxiv:2503.00296 v2 · 2025-03-01 · cs.SD · 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{7SUWC5OLEM5D6F2XH6ZNUCKCVA}

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

Training Set Synthesis for Bioacoustic Denoising: A Case Study With Mice

Receipt and verification

First computed	2026-07-05T12:05:41.274397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fca96175cb233a3f17573fb2da0942a8002ffde755c26ed6adc0c7a46c809b51

Aliases

arxiv: 2503.00296 · arxiv_version: 2503.00296v2 · doi: 10.48550/arxiv.2503.00296 · pith_short_12: 7SUWC5OLEM5D · pith_short_16: 7SUWC5OLEM5D6F2X · pith_short_8: 7SUWC5OL

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/7SUWC5OLEM5D6F2XH6ZNUCKCVA \
  | 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: fca96175cb233a3f17573fb2da0942a8002ffde755c26ed6adc0c7a46c809b51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e51d03123525c1096268c24c4c8fdddc4f299933abc95e117e68256603a5ecf3",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-03-01T02:03:22Z",
    "title_canon_sha256": "95141234d2a58595cacfe37d70d7031eefc85ae1e09c6a131fb0250f58d32bf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00296",
    "kind": "arxiv",
    "version": 2
  }
}