Pith Number

pith:JLZVCZET

pith:2025:JLZVCZETFERYNQQVBX2A4NQWUE

not attested not anchored not stored refs pending

Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation

Felix Kreuk, Or Tal, Yossi Adi

arxiv:2506.08570 v3 · 2025-06-10 · cs.SD · cs.AI · cs.LG · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JLZVCZETFERYNQQVBX2A4NQWUE}

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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

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

Receipt and verification

First computed	2026-07-05T12:04:36.235321Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4af3516493292386c2150df40e3616a106b8b06f55c665290cdf8791d10a8675

Aliases

arxiv: 2506.08570 · arxiv_version: 2506.08570v3 · doi: 10.48550/arxiv.2506.08570 · pith_short_12: JLZVCZETFERY · pith_short_16: JLZVCZETFERYNQQV · pith_short_8: JLZVCZET

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/JLZVCZETFERYNQQVBX2A4NQWUE \
  | 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: 4af3516493292386c2150df40e3616a106b8b06f55c665290cdf8791d10a8675

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72a0c40488fe25f404307b1849cf0e7f1a9c2da29b39a079a0a18bfb1d39549f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-06-10T08:37:45Z",
    "title_canon_sha256": "ad5bf9938f9dbe9b73bc6662c41bba9512b48cacdfa2c16d9a7c7246f7861796"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08570",
    "kind": "arxiv",
    "version": 3
  }
}