Pith. sign in
Pith Number

pith:6GKRZ5N4

pith:2024:6GKRZ5N4FEYPBX7APNPYRKVK26
not attested not anchored not stored refs pending

Presto! Distilling Steps and Layers for Accelerating Music Generation

Ge Zhu, Jonah Casebeer, Julian McAuley, Nicholas J. Bryan, Taylor Berg-Kirkpatrick, Zachary Novack

arxiv:2410.05167 v2 · 2024-10-07 · cs.SD · cs.AI · cs.LG · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6GKRZ5N4FEYPBX7APNPYRKVK26}

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 2026-07-05T10:50:09.425715Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f1951cf5bc2930f0dfe07b5f88aaaad7a9dd91583cbbf6c8c092caa2ec8c2515

Aliases

arxiv: 2410.05167 · arxiv_version: 2410.05167v2 · doi: 10.48550/arxiv.2410.05167 · pith_short_12: 6GKRZ5N4FEYP · pith_short_16: 6GKRZ5N4FEYPBX7A · pith_short_8: 6GKRZ5N4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6GKRZ5N4FEYPBX7APNPYRKVK26 \
  | 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: f1951cf5bc2930f0dfe07b5f88aaaad7a9dd91583cbbf6c8c092caa2ec8c2515
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6929e95ef2b40c5676ed16776418b0997d261d0dd9f2d992cd651a345fe1e431",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-10-07T16:24:18Z",
    "title_canon_sha256": "663f8148a5474ed92bb6983d0b720c2e282b5c3ee28162cb1840864949241fae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05167",
    "kind": "arxiv",
    "version": 2
  }
}