Pith Number

pith:LFL7CUGG

pith:2026:LFL7CUGGDKCUNPEHH4SGJCXS5Z

not attested not anchored not stored refs pending

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

Clara Hollomey, Dustin J. Penn, Nicki Holighaus, Peter Balazs, Reyhaneh Abbasi, Sarah M. Zala, Vincent Lostanlen

arxiv:2608.10054 v1 · 2026-08-10 · cs.SD · 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{LFL7CUGGDKCUNPEHH4SGJCXS5Z}

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.

Receipt and verification

First computed	2026-08-12T00:22:40.653273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5957f150c61a8546bc873f24648af2ee64c3b0b699f79e42c3d9d883f0b61b0c

Aliases

arxiv: 2608.10054 · arxiv_version: 2608.10054v1 · doi: 10.48550/arxiv.2608.10054 · pith_short_12: LFL7CUGGDKCU · pith_short_16: LFL7CUGGDKCUNPEH · pith_short_8: LFL7CUGG

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/LFL7CUGGDKCUNPEHH4SGJCXS5Z \
  | 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: 5957f150c61a8546bc873f24648af2ee64c3b0b699f79e42c3d9d883f0b61b0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ee0ffe58fc1dbb3da156a4d4217a230787b229e0f74be877e36d4efc9121e88",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-08-10T17:53:14Z",
    "title_canon_sha256": "e0587f891bcf4a955edf897be54a69cf19fc85465f1c55ca5599c27fc689c970"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10054",
    "kind": "arxiv",
    "version": 1
  }
}