Pith Number

pith:NZ4PIW7P

pith:2020:NZ4PIW7PZ6U7AX5UOEPW5FOO4Y

not attested not anchored not stored refs pending

Understanding Self-Attention of Self-Supervised Audio Transformers

Andy T. Liu, Hung-yi Lee, Shu-wen Yang

arxiv:2006.03265 v2 · 2020-06-05 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NZ4PIW7PZ6U7AX5UOEPW5FOO4Y}

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	2026-07-05T01:26:17.643679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e78f45befcfa9f05fb4711f6e95cee63abcc606998a1b3004c74d10542914d2

Aliases

arxiv: 2006.03265 · arxiv_version: 2006.03265v2 · doi: 10.48550/arxiv.2006.03265 · pith_short_12: NZ4PIW7PZ6U7 · pith_short_16: NZ4PIW7PZ6U7AX5U · pith_short_8: NZ4PIW7P

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/NZ4PIW7PZ6U7AX5UOEPW5FOO4Y \
  | 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: 6e78f45befcfa9f05fb4711f6e95cee63abcc606998a1b3004c74d10542914d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2b66fe3c43066c00b1695ad1e54605d7b67bae2cef956ffcac221c1a54b13d3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-06-05T07:23:03Z",
    "title_canon_sha256": "284aaf368370461b5405f9b06f75c78402d21580aa66197aadd44b46bfd026e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.03265",
    "kind": "arxiv",
    "version": 2
  }
}