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Pith Number

pith:4JLGKUCT

pith:2017:4JLGKUCTGIKGHUSFFIOPNPMWSE
not attested not anchored not stored refs pending

Music Generation by Deep Learning - Challenges and Directions

Fran\c{c}ois Pachet, Jean-Pierre Briot

arxiv:1712.04371 v2 · 2017-12-09 · cs.SD · cs.LG · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4JLGKUCTGIKGHUSFFIOPNPMWSE}

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 2026-05-18T00:01:10.006982Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e256655053321463d2452a1cf6bd96910023a03ef7cb9cd7f24b293c4d2c264e

Aliases

arxiv: 1712.04371 · arxiv_version: 1712.04371v2 · doi: 10.48550/arxiv.1712.04371 · pith_short_12: 4JLGKUCTGIKG · pith_short_16: 4JLGKUCTGIKGHUSF · pith_short_8: 4JLGKUCT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4JLGKUCTGIKGHUSFFIOPNPMWSE \
  | 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: e256655053321463d2452a1cf6bd96910023a03ef7cb9cd7f24b293c4d2c264e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b89de3667d04c98a0b603ff2f78906f1e1e6ae2774cde99f8037c5a15f29aec4",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2017-12-09T14:57:47Z",
    "title_canon_sha256": "50de16d8c438ad40e8c906806db6b038d5bb8ba23c03841213550f68e4f5c62c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.04371",
    "kind": "arxiv",
    "version": 2
  }
}