Pith Number

pith:HLS5JW6S

pith:2025:HLS5JW6SRGSE4P6NLJVPANQ55X

not attested not anchored not stored refs pending

Robust detection of overlapping bioacoustic sound events

Benjamin Hoffman, Felix Effenberger, Jen-Yu Liu, Logan James, Louis Mahon, Maddie Cusimano, Masato Hagiwara, Olivier Pietquin, Sarah C Woolley, Sara Keen

arxiv:2503.02389 v2 · 2025-03-04 · 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{HLS5JW6SRGSE4P6NLJVPANQ55X}

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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

2 papers in Pith

AVEX: What Matters for Animal Vocalization Encoding

Multi-layer attentive probing improves transfer of audio representations for bioacoustics

Receipt and verification

First computed	2026-07-05T12:05:41.337078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ae5d4dbd289a44e3fcd5a6af0361dedd8d9ae0c9dada1ac63f5545996b4337b

Aliases

arxiv: 2503.02389 · arxiv_version: 2503.02389v2 · doi: 10.48550/arxiv.2503.02389 · pith_short_12: HLS5JW6SRGSE · pith_short_16: HLS5JW6SRGSE4P6N · pith_short_8: HLS5JW6S

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/HLS5JW6SRGSE4P6NLJVPANQ55X \
  | 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: 3ae5d4dbd289a44e3fcd5a6af0361dedd8d9ae0c9dada1ac63f5545996b4337b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db267dace9eb69a185c4f08eb5f46404ae15bec70e90b7bd3d76adcc43976e0e",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-03-04T08:26:03Z",
    "title_canon_sha256": "8b0fa0f9fde3097bb608598fe35cd2ef24f7721f80aed06667ecc43f6a3e7ed1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02389",
    "kind": "arxiv",
    "version": 2
  }
}