Pith Number

pith:QQNBZKVZ

pith:2024:QQNBZKVZ5CGEWUXECNNOQQOJAH

not attested not anchored not stored refs pending

autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks

Andreas Triantafyllopoulos, Bj\"orn W. Schuller, Manuel Milling, Simon Rampp

arxiv:2412.11943 v2 · 2024-12-16 · cs.SD · cs.AI · 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{QQNBZKVZ5CGEWUXECNNOQQOJAH}

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

3 papers in Pith

CoarseSoundNet: Building a reliable model for ecological soundscape analysis

How Class Ontology and Data Scale Affect Audio Transfer Learning

CoarseSoundNet: Building a reliable model for ecological soundscape analysis

Receipt and verification

First computed	2026-07-05T10:46:59.400801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

841a1caab9e88c4b52e4135ae841c901e0476fc82de6986d34f7f6b0de8efadf

Aliases

arxiv: 2412.11943 · arxiv_version: 2412.11943v2 · doi: 10.48550/arxiv.2412.11943 · pith_short_12: QQNBZKVZ5CGE · pith_short_16: QQNBZKVZ5CGEWUXE · pith_short_8: QQNBZKVZ

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/QQNBZKVZ5CGEWUXECNNOQQOJAH \
  | 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: 841a1caab9e88c4b52e4135ae841c901e0476fc82de6986d34f7f6b0de8efadf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c64bcd0b6426f7dd78164294de16f710b8e1b0358604df719e251510fb78cf6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-12-16T16:25:58Z",
    "title_canon_sha256": "7f7bd5e1c4a2a63053feff7eada3424946fe5f04b8822305f22535108f04ca7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11943",
    "kind": "arxiv",
    "version": 2
  }
}