Pith Number

pith:BJQ3HDAW

pith:2025:BJQ3HDAWGYFAZZ3AAQLYJWNR7O

not attested not anchored not stored refs pending

Layer-wise Investigation of Large-Scale Self-Supervised Music Representation Models

Haina Zhu, Hangting Chen, Yizhi Zhou

arxiv:2505.16306 v1 · 2025-05-22 · cs.SD · cs.AI · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BJQ3HDAWGYFAZZ3AAQLYJWNR7O}

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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

3 papers in Pith

Frequency-Aware Self-Supervised Music Representation Learning

Revisiting Content-Based Music Recommendation: Efficient Feature Aggregation from Large-Scale Music Models

Receipt and verification

First computed	2026-07-05T11:07:33.026309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a61b38c16360a0ce760041784d9b1fb9971ca1167b362d537db90ea311ec838

Aliases

arxiv: 2505.16306 · arxiv_version: 2505.16306v1 · doi: 10.48550/arxiv.2505.16306 · pith_short_12: BJQ3HDAWGYFA · pith_short_16: BJQ3HDAWGYFAZZ3A · pith_short_8: BJQ3HDAW

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/BJQ3HDAWGYFAZZ3AAQLYJWNR7O \
  | 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: 0a61b38c16360a0ce760041784d9b1fb9971ca1167b362d537db90ea311ec838

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f74a0c25cd21803375b6c236ccdabc652dff43a78aad1717a7d7a130f2e8e797",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-05-22T06:58:24Z",
    "title_canon_sha256": "1a4085dfb4511c80378b7fae46c6edad8a1335635618e6dae07c3a0e622db6b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16306",
    "kind": "arxiv",
    "version": 1
  }
}