Pith. sign in
Pith Number

pith:FMOKDAYT

pith:2024:FMOKDAYTCFCNSUDDKPJ7R5BIXG
not attested not anchored not stored refs pending

Tuning Music Education: AI-Powered Personalization in Learning Music

Mayank Sanganeria, Rohan Gala

arxiv:2412.13514 v1 · 2024-12-18 · cs.SD · cs.AI · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FMOKDAYTCFCNSUDDKPJ7R5BIXG}

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.
Receipt and verification
First computed 2026-07-05T09:51:03.070295Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2b1ca183131144d9506353d3f8f428b991ff44bf3cb14765be23050675e8d5ee

Aliases

arxiv: 2412.13514 · arxiv_version: 2412.13514v1 · doi: 10.48550/arxiv.2412.13514 · pith_short_12: FMOKDAYTCFCN · pith_short_16: FMOKDAYTCFCNSUDD · pith_short_8: FMOKDAYT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FMOKDAYTCFCNSUDDKPJ7R5BIXG \
  | 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: 2b1ca183131144d9506353d3f8f428b991ff44bf3cb14765be23050675e8d5ee
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "76fd80d8bf3aa8cf8794316eabb44a6dd3b6edf4d031bc5397a164f4da363cbe",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-12-18T05:25:42Z",
    "title_canon_sha256": "78e3378037ccd4b9db289c86011871248854ad11e7c306f885d94cb262f6befa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13514",
    "kind": "arxiv",
    "version": 1
  }
}