Pith Number

pith:H5DLRUIQ

pith:2023:H5DLRUIQV5EP4BTHKKFZ7NH2DX

not attested not anchored not stored refs pending

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training

Anton Ragni, Chenghao Xiao, Chenghua Lin, Emmanouil Benetos, Ge Zhang, Gus Xia, Hanzhi Yin, Jie Fu, Norbert Gyenge, Roger Dannenberg, Ruibin Yuan, Ruibo Liu, Wenhao Huang, Wenhu Chen, Xingran Chen, Yemin Shi, Yike Guo, Yinghao Ma, Yizhi Li, Zili Wang

arxiv:2306.00107 v5 · 2023-05-31 · cs.SD · cs.AI · cs.CL · cs.LG · eess.AS

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\usepackage{pith}
\pithnumber{H5DLRUIQV5EP4BTHKKFZ7NH2DX}

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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

11 papers in Pith

MADB: A Large-Scale Music Aesthetics Dataset with Professional and Multi-Dimensional Annotations

From Objectives to Applications: Aligning Architectural Biases in Audio Self-Supervised Learning

ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment

MERIT: Learning Disentangled Music Representations for Audio Similarity

Exploring How Audio Effects Alter Emotion with Foundation Models

Receipt and verification

First computed	2026-07-05T09:54:23.097060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f46b8d110af48fe0667528b9fb4fa1dcafb064423c4671ab9b7a13d987989f9

Aliases

arxiv: 2306.00107 · arxiv_version: 2306.00107v5 · doi: 10.48550/arxiv.2306.00107 · pith_short_12: H5DLRUIQV5EP · pith_short_16: H5DLRUIQV5EP4BTH · pith_short_8: H5DLRUIQ

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/H5DLRUIQV5EP4BTHKKFZ7NH2DX \
  | 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: 3f46b8d110af48fe0667528b9fb4fa1dcafb064423c4671ab9b7a13d987989f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f57ce252c21d63c7944cfff2eb7530c95c9568844784669935dbdbafd7719a7f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-05-31T18:27:43Z",
    "title_canon_sha256": "5ab310e1757a4af25f288eeae1f0448a317e8a98ca867aa5dcff4806d117c5b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00107",
    "kind": "arxiv",
    "version": 5
  }
}