Pith Number

pith:Y7V6V5BT

pith:2022:Y7V6V5BTLIFUHQJZ7IUQSSHU7E

not attested not anchored not stored refs pending

MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning

Anton Ragni, Chenghua Lin, Emmanouil Benetos, Ge Zhang, Hanzhi Yin, Haoyu He, Jie Fu, Norbert Gyenge, Ruibin Yuan, Ruibo Liu, Xingran Chen, Yinghao Ma, Yizhi Li, Zhijie Hu

arxiv:2212.02508 v1 · 2022-12-05 · cs.SD · cs.AI · cs.LG · cs.MM · 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{Y7V6V5BTLIFUHQJZ7IUQSSHU7E}

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

3 papers in Pith

Multimodal Music Recommendation System using LLMs

Auditing Training Data in Generative Music Models via Black-Box Membership Inference

Adopting State-of-the-Art Pretrained Audio Representations for Music Recommender Systems

Receipt and verification

First computed	2026-07-05T05:22:31.788257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7ebeaf4335a0b43c139fa290948f4f90e3a78557b2a4afc5d43ce035caac80b

Aliases

arxiv: 2212.02508 · arxiv_version: 2212.02508v1 · doi: 10.48550/arxiv.2212.02508 · pith_short_12: Y7V6V5BTLIFU · pith_short_16: Y7V6V5BTLIFUHQJZ · pith_short_8: Y7V6V5BT

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/Y7V6V5BTLIFUHQJZ7IUQSSHU7E \
  | 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: c7ebeaf4335a0b43c139fa290948f4f90e3a78557b2a4afc5d43ce035caac80b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6021adf9ff4555a8b7fb121699949f47959f7609bd9a1d08ed48c73b22bf8de1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MM",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-12-05T16:04:26Z",
    "title_canon_sha256": "71255be0dfe15dcd43157c0908b78410fea00e16c0b93e60108fbadcead76534"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.02508",
    "kind": "arxiv",
    "version": 1
  }
}