Pith Number

pith:RJQZEY2K

pith:2022:RJQZEY2KG3ANVSWM22F7NCMVKR

not attested not anchored not stored refs pending

Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation

Florian Schmid, Gerhard Widmer, Khaled Koutini

arxiv:2211.04772 v3 · 2022-11-09 · 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{RJQZEY2KG3ANVSWM22F7NCMVKR}

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	2026-07-05T06:23:56.764967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a6192634a36c0dacaccd68bf68995545711dad974397e7e31d76d30d732e5cf

Aliases

arxiv: 2211.04772 · arxiv_version: 2211.04772v3 · doi: 10.48550/arxiv.2211.04772 · pith_short_12: RJQZEY2KG3AN · pith_short_16: RJQZEY2KG3ANVSWM · pith_short_8: RJQZEY2K

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/RJQZEY2KG3ANVSWM22F7NCMVKR \
  | 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: 8a6192634a36c0dacaccd68bf68995545711dad974397e7e31d76d30d732e5cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "800cd912b2b8ca29e71b8a0ee2f7b530e4bce18a977eb1fe13f314f33dda568a",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-11-09T09:58:22Z",
    "title_canon_sha256": "3771f025ef899c2b70834b04e31c59d834aa2fcc5d97a71ce18bcf5e05621783"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.04772",
    "kind": "arxiv",
    "version": 3
  }
}