Pith Number

pith:LQ5GHDOG

pith:2018:LQ5GHDOGHRIGX57FAQJBAZJTCC

not attested not anchored not stored refs pending

Fast MVAE: Joint separation and classification of mixed sources based on multichannel variational autoencoder with auxiliary classifier

Hirokazu Kameoka, Li Li, Shoji Makino

arxiv:1812.06391 v2 · 2018-12-16 · cs.LG · 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{LQ5GHDOGHRIGX57FAQJBAZJTCC}

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	2026-05-17T23:54:06.926795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c3a638dc63c506bf7e50412106533108d3e7d798f6dab06d6bc8a0d53fc0bfd

Aliases

arxiv: 1812.06391 · arxiv_version: 1812.06391v2 · doi: 10.48550/arxiv.1812.06391 · pith_short_12: LQ5GHDOGHRIG · pith_short_16: LQ5GHDOGHRIGX57F · pith_short_8: LQ5GHDOG

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/LQ5GHDOGHRIGX57FAQJBAZJTCC \
  | 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: 5c3a638dc63c506bf7e50412106533108d3e7d798f6dab06d6bc8a0d53fc0bfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edd7356827664109ad389b5bc2a3ea5accfaf9082cd752227ced699be19ff5c3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-16T05:14:57Z",
    "title_canon_sha256": "2ec88ed18136c9f1b58d06d23917f6cf28dc15d87834b1aabe6cbf04fb433881"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.06391",
    "kind": "arxiv",
    "version": 2
  }
}