Pith Number

pith:BEOODFBZ

pith:2024:BEOODFBZSJDTHC4F7IHEQ5ZIVN

not attested not anchored not stored refs pending

Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-training

Zijian Zhao

arxiv:2407.08306 v3 · 2024-07-11 · cs.SD · cs.AI · 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{BEOODFBZSJDTHC4F7IHEQ5ZIVN}

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

Improving BERT for Symbolic Music Understanding Using Token Denoising and Pianoroll Prediction

Receipt and verification

First computed	2026-07-05T11:27:19.365591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

091ce194399247338b85fa0e487728ab6800d2b2c293dc68a28d149ec7ef17e6

Aliases

arxiv: 2407.08306 · arxiv_version: 2407.08306v3 · doi: 10.48550/arxiv.2407.08306 · pith_short_12: BEOODFBZSJDT · pith_short_16: BEOODFBZSJDTHC4F · pith_short_8: BEOODFBZ

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/BEOODFBZSJDTHC4F7IHEQ5ZIVN \
  | 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: 091ce194399247338b85fa0e487728ab6800d2b2c293dc68a28d149ec7ef17e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28fd74af27f5a1355d8feec5730980284cf8d68c298d916f66855b45eda492b0",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-07-11T08:54:38Z",
    "title_canon_sha256": "ce482fa9699e7de4768369918d88202af8a1edb7deead55cee9eb2937394c5bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08306",
    "kind": "arxiv",
    "version": 3
  }
}