Pith Number

pith:R6YUL47Y

pith:2018:R6YUL47Y6M2DA25LQ7XMRGDGWN

not attested not anchored not stored refs pending

Music Transformer

Andrew M. Dai, Ashish Vaswani, Cheng-Zhi Anna Huang, Curtis Hawthorne, Douglas Eck, Ian Simon, Jakob Uszkoreit, Matthew D. Hoffman, Monica Dinculescu, Noam Shazeer

arxiv:1809.04281 v3 · 2018-09-12 · cs.LG · cs.SD · eess.AS · 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{R6YUL47Y6M2DA25LQ7XMRGDGWN}

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

12 papers in Pith

Designing Maintainable Hybrid Generative Systems: A Quantum-Inspired Approach to Automated Music Harmony Generation

Real-Time Language Model Jamming: A Case Study for Live Music Accompaniment Generation

PJ-RoPE: A Fourier-Jet-Affine Position Space for Relative Attention

A Bi-directional Transformer for Musical Chord Recognition

Agglomerative Attention

Receipt and verification

First computed	2026-05-17T23:58:30.506489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8fb145f3f8f334306bab87eec89866b36c50e06edb38047139175c65ed0fbd7b

Aliases

arxiv: 1809.04281 · arxiv_version: 1809.04281v3 · doi: 10.48550/arxiv.1809.04281 · pith_short_12: R6YUL47Y6M2D · pith_short_16: R6YUL47Y6M2DA25L · pith_short_8: R6YUL47Y

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/R6YUL47Y6M2DA25LQ7XMRGDGWN \
  | 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: 8fb145f3f8f334306bab87eec89866b36c50e06edb38047139175c65ed0fbd7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d8fd739406c2ab36b86e865892775e6b4508c85aa9a40bcb8d7835ee17668c2",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-12T07:15:26Z",
    "title_canon_sha256": "1d95628e83a09330a4b671a5e4adddd010fab683340d0ff7e1e8aca4eec902a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.04281",
    "kind": "arxiv",
    "version": 3
  }
}