Pith Number

pith:GAKD27IB

pith:2021:GAKD27IBZAHGJCA32M6WXNKCQS

not attested not anchored not stored refs pending

Codified audio language modeling learns useful representations for music information retrieval

Chris Donahue, Percy Liang, Rodrigo Castellon

arxiv:2107.05677 v1 · 2021-07-12 · cs.SD · cs.IR · cs.LG · cs.MM · eess.AS

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\usepackage{pith}
\pithnumber{GAKD27IBZAHGJCA32M6WXNKCQS}

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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

2 papers in Pith

Evaluating Pretrained Music Embeddings for Cross-Performance Jazz Standard Recognition

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

Receipt and verification

First computed	2026-07-05T02:57:26.799101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30143d7d01c80e64881bd33d6bb5428490e30da2abf5d3b26f527da628d4bc6b

Aliases

arxiv: 2107.05677 · arxiv_version: 2107.05677v1 · doi: 10.48550/arxiv.2107.05677 · pith_short_12: GAKD27IBZAHG · pith_short_16: GAKD27IBZAHGJCA3 · pith_short_8: GAKD27IB

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/GAKD27IBZAHGJCA32M6WXNKCQS \
  | 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: 30143d7d01c80e64881bd33d6bb5428490e30da2abf5d3b26f527da628d4bc6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8232c2fde88a91e7c60f03446aeaef3b20664112a08436e42cf721d255f1ddeb",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG",
      "cs.MM",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2021-07-12T18:28:50Z",
    "title_canon_sha256": "7e810ea634af8455a99e42dcf487fa37d90fb95d68337e23803a144badbb6934"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.05677",
    "kind": "arxiv",
    "version": 1
  }
}