Pith Number

pith:ENI2ARPG

pith:2020:ENI2ARPGI2OCRWYASBTPPQIIHS

not attested not anchored not stored refs pending

Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data

Bj\"orn Schuller, John H. L. Hansen, Kazi Nazmul Haque, Rajib Rana

arxiv:2003.02836 v2 · 2020-03-05 · eess.AS · cs.LG · cs.SD · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ENI2ARPGI2OCRWYASBTPPQIIHS}

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	2026-07-05T01:06:53.655404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2351a045e6469c28db009066f7c1083c9eb803f754b3bd22f2d5a46438cef3f4

Aliases

arxiv: 2003.02836 · arxiv_version: 2003.02836v2 · doi: 10.48550/arxiv.2003.02836 · pith_short_12: ENI2ARPGI2OC · pith_short_16: ENI2ARPGI2OCRWYA · pith_short_8: ENI2ARPG

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/ENI2ARPGI2OCRWYASBTPPQIIHS \
  | 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: 2351a045e6469c28db009066f7c1083c9eb803f754b3bd22f2d5a46438cef3f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "651558b609c71dd9c4f44131f7dda2d3e5a6c5f7cb4011381be074442a028113",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-03-05T11:01:33Z",
    "title_canon_sha256": "1330a608c5b0ed1ad6442ad9249baad5c29abe077f1b43a29261b7f0faff8371"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.02836",
    "kind": "arxiv",
    "version": 2
  }
}