Pith Number

pith:MCR5HNM2

pith:2023:MCR5HNM2EFOVSSCSJPKMCA32TY

not attested not anchored not stored refs pending

MARBLE: Music Audio Representation Benchmark for Universal Evaluation

Anton Ragni, Binyue Deng, Chenghua Lin, Emmanouil Benetos, Ge Zhang, Gus Xia, Hanzhi Yin, Jiawen Huang, Jie Fu, Le Zhuo, Ningzhi Wang, Norbert Gyenge, Roger Dannenberg, Ruibin Yuan, Ruibo Liu, Shi Wang, Si Liu, Wei Xue, Wenhu Chen, Xingran Chen, Yike Guo, Yinghao Ma, Yiqi Liu, Yizhi Li, Zeyue Tian

arxiv:2306.10548 v4 · 2023-06-18 · 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{MCR5HNM2EFOVSSCSJPKMCA32TY}

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.

Cited by

1 paper in Pith

Expectation and Acoustic Neural Network Representations Enhance Music Identification from Brain Activity

Receipt and verification

First computed	2026-07-05T07:15:56.524014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60a3d3b59a215d5948524bd4c1037a9e1a21639363662e3b4149844591df638c

Aliases

arxiv: 2306.10548 · arxiv_version: 2306.10548v4 · doi: 10.48550/arxiv.2306.10548 · pith_short_12: MCR5HNM2EFOV · pith_short_16: MCR5HNM2EFOVSSCS · pith_short_8: MCR5HNM2

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/MCR5HNM2EFOVSSCSJPKMCA32TY \
  | 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: 60a3d3b59a215d5948524bd4c1037a9e1a21639363662e3b4149844591df638c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cef8f24872998e30ee82bb61d220196cc23cee9819acd33e2865c178279d8349",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-06-18T12:56:46Z",
    "title_canon_sha256": "f22232267b4d7aa71c350485c593c9a5d5e18103ac36a70e346f364dbae79fce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.10548",
    "kind": "arxiv",
    "version": 4
  }
}