Pith Number

pith:FOUBZ55X

pith:2026:FOUBZ55XVF63RP6HCMTKZJ7IZO

not attested not anchored not stored refs pending

Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators

Cheng-Zhi Anna Huang, Chinmay Talegaonkar, Haven Kim, Hugo Flores Garc\'ia, Julian McAuley, Nithya Shikarpur, Stephen Brade, Suwan Kim, Taylor Berg-Kirkpatrick, Valerie K. Chen, Zachary Novack

arxiv:2605.22717 v1 · 2026-05-21 · cs.SD · cs.AI · cs.LG · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FOUBZ55XVF63RP6HCMTKZJ7IZO}

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	2026-05-22T02:04:51.776078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ba81cf7b7a97db8bfc71326aca7e8cbb70bc0c7c0c63016629b6842b9255b90

Aliases

arxiv: 2605.22717 · arxiv_version: 2605.22717v1 · doi: 10.48550/arxiv.2605.22717 · pith_short_12: FOUBZ55XVF63 · pith_short_16: FOUBZ55XVF63RP6H · pith_short_8: FOUBZ55X

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/FOUBZ55XVF63RP6HCMTKZJ7IZO \
  | 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: 2ba81cf7b7a97db8bfc71326aca7e8cbb70bc0c7c0c63016629b6842b9255b90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fea083f09ca42b7e6453027d78360316146b1d3fbba822cea27fff1477f58fd9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-05-21T16:54:07Z",
    "title_canon_sha256": "6892140fc45a65db3588a03eb176e7924347e8409d24043c4408ce14f0d44386"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22717",
    "kind": "arxiv",
    "version": 1
  }
}