Pith Number

pith:DMWAKR3B

pith:2024:DMWAKR3BEZRFDKVPLK7HNT3M3P

not attested not anchored not stored refs pending

Foundation Models for Music: A Survey

Anders {\O}land, Anton Ragni, Bleiz MacSen Del Sette, Charalampos Saitis, Chenghua Lin, Chris Donahue, Christos Plachouras, Elona Shatri, Emmanouil Benetos, Fabio Morreale, Ge Zhang, Gus Xia, Gy\"orgy Fazekas, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shiyin Kang, Shun Lei, Shuqi Dai, Simon Dixon, Wenhao Huang, Wenhu Chen, Xingjian Du, Xingwei Qu, Xu Tan, Yinghao Ma, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang

arxiv:2408.14340 v3 · 2024-08-26 · cs.SD · cs.AI · cs.CL · cs.LG · eess.AS

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\usepackage{pith}
\pithnumber{DMWAKR3BEZRFDKVPLK7HNT3M3P}

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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

5 papers in Pith

Unified Audio Intelligence Without Regressing on Text Intelligence

AudioX-Turbo: A Unified Framework for Efficient Anything-to-Audio Generation

Can LLMs understand LilyPond? A benchmark for symbolic music generation and understanding

Less is More: Efficient Black-box Attribution via Minimal Interpretable Subset Selection

VocalParse: Towards Unified and Scalable Singing Voice Transcription with Large Audio Language Models

Receipt and verification

First computed	2026-07-05T09:02:24.858072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b2c054761266251aaaf5abe76cf6cdbdec83d0bd0f0f14963c389b27ca5c513

Aliases

arxiv: 2408.14340 · arxiv_version: 2408.14340v3 · doi: 10.48550/arxiv.2408.14340 · pith_short_12: DMWAKR3BEZRF · pith_short_16: DMWAKR3BEZRFDKVP · pith_short_8: DMWAKR3B

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/DMWAKR3BEZRFDKVPLK7HNT3M3P \
  | 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: 1b2c054761266251aaaf5abe76cf6cdbdec83d0bd0f0f14963c389b27ca5c513

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b5202e4046cb5b8ece700b5b1920394abd27ed5cfc20319af37899c5d3311d5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-08-26T15:13:14Z",
    "title_canon_sha256": "f70e77a0e99bc78d54e0cc5489f53ee02a57335e8fbec5c6f84eff720f972840"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14340",
    "kind": "arxiv",
    "version": 3
  }
}