Pith Number

pith:6DGV6MUJ

pith:2022:6DGV6MUJXPCGISUVWRSY4HVJ7V

not attested not anchored not stored refs pending

Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers

Florian Schmid, Gerhard Widmer, Hamid Eghbal-zadeh, Jan Schl\"uter, Khaled Koutini, Shahed Masoudian

arxiv:2211.13956 v2 · 2022-11-25 · 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{6DGV6MUJXPCGISUVWRSY4HVJ7V}

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	2026-07-05T05:47:20.059937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0cd5f3289bbc4644a95b4658e1ea9fd794475e537ef2fbc2ecd57491c984728

Aliases

arxiv: 2211.13956 · arxiv_version: 2211.13956v2 · doi: 10.48550/arxiv.2211.13956 · pith_short_12: 6DGV6MUJXPCG · pith_short_16: 6DGV6MUJXPCGISUV · pith_short_8: 6DGV6MUJ

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/6DGV6MUJXPCGISUVWRSY4HVJ7V \
  | 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: f0cd5f3289bbc4644a95b4658e1ea9fd794475e537ef2fbc2ecd57491c984728

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ab783630475d00cf48f9ec8e5763ede02634f4fef633eca5108e4ea35222a63",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-11-25T08:39:12Z",
    "title_canon_sha256": "2410e4aa748737f74673db5bfdbaa134e0a0ad1cddcfead2db12ee6ffdde2168"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13956",
    "kind": "arxiv",
    "version": 2
  }
}