Pith Number

pith:KDPXFHSC

pith:2018:KDPXFHSCO2FDDGKQ2BU3LSUBVI

not attested not anchored not stored refs pending

A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music

Adam Roberts, Colin Raffel, Curtis Hawthorne, Douglas Eck, Jesse Engel

arxiv:1803.05428 v5 · 2018-03-13 · cs.LG · cs.SD · eess.AS · stat.ML

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\usepackage{pith}
\pithnumber{KDPXFHSCO2FDDGKQ2BU3LSUBVI}

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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

4 papers in Pith

Generative Modeling of Bach-Style Symbolic Music: A Comparative Study of Autoregressive, Latent-Variable, and Adversarial Approaches

Classical Music Prediction and Composition by means of Variational Autoencoders

Mechanisms of Artistic Creativity in Deep Learning Neural Networks

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

Receipt and verification

First computed	2026-07-05T00:18:04.308802Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50df729e42768a319950d069b5ca81aa2ed039455183cac95b41faf78fd61ecc

Aliases

arxiv: 1803.05428 · arxiv_version: 1803.05428v5 · doi: 10.48550/arxiv.1803.05428 · pith_short_12: KDPXFHSCO2FD · pith_short_16: KDPXFHSCO2FDDGKQ · pith_short_8: KDPXFHSC

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/KDPXFHSCO2FDDGKQ2BU3LSUBVI \
  | 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: 50df729e42768a319950d069b5ca81aa2ed039455183cac95b41faf78fd61ecc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7b9f977273d98c65058e8c45e4d833fe29ec6aea2164f336976268c059e633d",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-13T21:14:46Z",
    "title_canon_sha256": "e73bb9b4094d9ab2088ea6f6e8bfd572603a3346b0806325568ff887ab58a943"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.05428",
    "kind": "arxiv",
    "version": 5
  }
}