Pith Number

pith:JPMUSSDW

pith:2021:JPMUSSDWUHFPVA5OCUVCRB6O7S

not attested not anchored not stored refs pending

Computational bioacoustics with deep learning: a review and roadmap

Dan Stowell

arxiv:2112.06725 v1 · 2021-12-13 · cs.SD · eess.AS · q-bio.QM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPMUSSDWUHFPVA5OCUVCRB6O7S}

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

Adaptive Loss Balancing for Multi-Task Bioacoustic Classification of Bird Species and Call Types

Receipt and verification

First computed	2026-07-05T07:39:24.384095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bd9494876a1cafa83ae152a2887cefcbda2f4eaeae30924161bcc2df2f22ba0

Aliases

arxiv: 2112.06725 · arxiv_version: 2112.06725v1 · doi: 10.48550/arxiv.2112.06725 · pith_short_12: JPMUSSDWUHFP · pith_short_16: JPMUSSDWUHFPVA5O · pith_short_8: JPMUSSDW

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/JPMUSSDWUHFPVA5OCUVCRB6O7S \
  | 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: 4bd9494876a1cafa83ae152a2887cefcbda2f4eaeae30924161bcc2df2f22ba0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7456e55ab93cce951767bd46dcdad453bcf308d0f393854ebc852352e66162e3",
    "cross_cats_sorted": [
      "eess.AS",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2021-12-13T15:10:01Z",
    "title_canon_sha256": "8420deb7a01511f92bb4a0a14038681fd55a2e825e4108d4cd7d7fc826f4c0d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.06725",
    "kind": "arxiv",
    "version": 1
  }
}