Pith Number

pith:GJX2S2DQ

pith:2017:GJX2S2DQDNEV6IFIBPF5WITENI

not attested not anchored not stored refs pending

MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment

Hao-Wen Dong, Li-Chia Yang, Wen-Yi Hsiao, Yi-Hsuan Yang

arxiv:1709.06298 v2 · 2017-09-19 · eess.AS · cs.AI · 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{GJX2S2DQDNEV6IFIBPF5WITENI}

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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

Classical Music Prediction and Composition by means of Variational Autoencoders

Musical Attention Transformer: Music Generation Using a Music-Specific Attention Model

Receipt and verification

First computed	2026-07-05T01:24:46.203554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

326fa968701b495f20a80bcbdb22646a27d8f7a0e92f7ebfbb3cb2e9992b31ed

Aliases

arxiv: 1709.06298 · arxiv_version: 1709.06298v2 · doi: 10.48550/arxiv.1709.06298 · pith_short_12: GJX2S2DQDNEV · pith_short_16: GJX2S2DQDNEV6IFI · pith_short_8: GJX2S2DQ

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/GJX2S2DQDNEV6IFIBPF5WITENI \
  | 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: 326fa968701b495f20a80bcbdb22646a27d8f7a0e92f7ebfbb3cb2e9992b31ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c63755df6e7a178e3b79ec9b4494fb66d237cce1142236c16f7ffdd64ddeefac",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SD",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2017-09-19T08:49:40Z",
    "title_canon_sha256": "1e5e835316eecd468b2bbefceddaf073782c6e07b7c9a2846715fed435591363"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.06298",
    "kind": "arxiv",
    "version": 2
  }
}