Pith Number

pith:KHSX5VNE

pith:2022:KHSX5VNETF32FKEVZ5CPDSARX7

not attested not anchored not stored refs pending

TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

Anne Hee Hiong Ngu, Vangelis Metsis, Xiaomin Li

arxiv:2206.13676 v1 · 2022-06-28 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KHSX5VNETF32FKEVZ5CPDSARX7}

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

2 papers in Pith

ECG-WM: A Physiology-Informed ECG World Model for Clinical Intervention Simulation

Exploring the Potential of Probabilistic Transformer for Time Series Modeling: A Report on the ST-PT Framework

Receipt and verification

First computed	2026-07-05T04:35:23.756336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51e57ed5a49977a2a895cf44f1c811bfe3b9c9c800d4aade075df3a81567f26e

Aliases

arxiv: 2206.13676 · arxiv_version: 2206.13676v1 · doi: 10.48550/arxiv.2206.13676 · pith_short_12: KHSX5VNETF32 · pith_short_16: KHSX5VNETF32FKEV · pith_short_8: KHSX5VNE

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/KHSX5VNETF32FKEVZ5CPDSARX7 \
  | 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: 51e57ed5a49977a2a895cf44f1c811bfe3b9c9c800d4aade075df3a81567f26e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ba085d3d7a31c1a4922d210a2872fcffad63749c01b32a7d885b8c617e567da",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-28T01:01:34Z",
    "title_canon_sha256": "54a16aec0d4e2a46e43d524424edc0fa2387916459fdc05ba76ac961ca046e71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.13676",
    "kind": "arxiv",
    "version": 1
  }
}