Pith. sign in
Pith Number

pith:5FG6MXOQ

pith:2019:5FG6MXOQ4SE7REOIXU7XDG4XWW
not attested not anchored not stored refs pending

LSTM Based Music Generation System

Poorva Joshi, Rahul Modak, Sanidhya Mangal

arxiv:1908.01080 v1 · 2019-08-02 · cs.SD · cs.LG · eess.AS · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5FG6MXOQ4SE7REOIXU7XDG4XWW}

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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.
Receipt and verification
First computed 2026-07-04T23:51:27.076254Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e94de65dd0e489f891c8bd3f719b97b59c6398f4cc5a02b481e43f50f1fe5e14

Aliases

arxiv: 1908.01080 · arxiv_version: 1908.01080v1 · doi: 10.48550/arxiv.1908.01080 · pith_short_12: 5FG6MXOQ4SE7 · pith_short_16: 5FG6MXOQ4SE7REOI · pith_short_8: 5FG6MXOQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5FG6MXOQ4SE7REOIXU7XDG4XWW \
  | 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: e94de65dd0e489f891c8bd3f719b97b59c6398f4cc5a02b481e43f50f1fe5e14
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5772f515c156324e663fe3769b61ca77271290a4bf89ffb64769e91ebd382043",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2019-08-02T22:10:19Z",
    "title_canon_sha256": "8a65994feb89593a6eb1cdd529ded753a9b7c0b0a7e2a3d4729d79ec11ad8025"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.01080",
    "kind": "arxiv",
    "version": 1
  }
}