Pith Number

pith:JGIQ5XKF

pith:2025:JGIQ5XKFXXJCJFDZQV6NLF35Y2

not attested not anchored not stored refs pending

SMART: Tuning a symbolic music generation system with an audio domain aesthetic reward

Bob L. T. Sturm, Luca Casini, Nicolas Jonason

arxiv:2504.16839 v1 · 2025-04-23 · cs.SD

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JGIQ5XKFXXJCJFDZQV6NLF35Y2}

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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

1 paper in Pith

From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music Systems

Receipt and verification

First computed	2026-07-05T10:53:05.198827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49910edd45bdd2249479857cd5977dc68970349a4f490b4daa362504cb385782

Aliases

arxiv: 2504.16839 · arxiv_version: 2504.16839v1 · doi: 10.48550/arxiv.2504.16839 · pith_short_12: JGIQ5XKFXXJC · pith_short_16: JGIQ5XKFXXJCJFDZ · pith_short_8: JGIQ5XKF

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/JGIQ5XKFXXJCJFDZQV6NLF35Y2 \
  | 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: 49910edd45bdd2249479857cd5977dc68970349a4f490b4daa362504cb385782

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a639e71803ffcdb44d2e3ed35fbc503fea424293466b0a8f51c177994a17e99",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-04-23T16:02:25Z",
    "title_canon_sha256": "77c4fb185d853a7c9a68e6eddb7cb55707ad70d875fdda223bf911e1ed8c203a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16839",
    "kind": "arxiv",
    "version": 1
  }
}